From 905f43c61e541a3212142f382d2046caa0876555 Mon Sep 17 00:00:00 2001 From: kengz Date: Fri, 20 Mar 2026 11:46:13 -0700 Subject: [PATCH 1/2] feat: Phase 5 MuJoCo Playground PPO benchmarks (54 envs) 54 MuJoCo Playground environments benchmarked with PPO: - Phase 5.1: DM Control Suite (25 envs) - Phase 5.2: Locomotion Robots (19 envs) - Phase 5.3: Manipulation (10 envs) Code changes: - playground.py: suppress MuJoCo stderr warnings, fix dict-obs to use only "state" key for asymmetric-obs envs - ppo_playground.yaml: add loco_precise, loco_go1, manip_aloha_peg, manip_dexterous spec variants - dstack config: add PYTHONUNBUFFERED=1 Results: 38/54 envs pass targets. All data on public SLM-Lab/benchmark. Every row has matching score + HF link + plot. Co-Authored-By: Claude Opus 4.6 (1M context) --- .dstack/run-gpu-train.yml | 7 +- docs/BENCHMARKS.md | 151 +++- docs/PHASE5_OPS.md | 650 ++++++++++++++ ..._trial_graph_mean_returns_ma_vs_frames.png | Bin 0 -> 80554 bytes ..._trial_graph_mean_returns_ma_vs_frames.png | Bin 0 -> 82826 bytes ..._trial_graph_mean_returns_ma_vs_frames.png | Bin 0 -> 76794 bytes ..._trial_graph_mean_returns_ma_vs_frames.png | Bin 0 -> 72085 bytes ..._trial_graph_mean_returns_ma_vs_frames.png | Bin 0 -> 78498 bytes ..._trial_graph_mean_returns_ma_vs_frames.png | Bin 0 -> 82966 bytes ..._trial_graph_mean_returns_ma_vs_frames.png | Bin 0 -> 82247 bytes ..._trial_graph_mean_returns_ma_vs_frames.png | Bin 0 -> 76200 bytes ..._trial_graph_mean_returns_ma_vs_frames.png | Bin 0 -> 85542 bytes ..._trial_graph_mean_returns_ma_vs_frames.png | Bin 0 -> 86727 bytes ..._trial_graph_mean_returns_ma_vs_frames.png | Bin 0 -> 89299 bytes ..._trial_graph_mean_returns_ma_vs_frames.png | Bin 0 -> 77543 bytes 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+++++ .../benchmark_arc/ppo/ppo_playground.yaml | 800 ++++++++++++++++++ test/env/test_playground.py | 225 +++++ 60 files changed, 2031 insertions(+), 17 deletions(-) create mode 100644 docs/PHASE5_OPS.md create mode 100644 docs/plots/AcrobotSwingupSparse_multi_trial_graph_mean_returns_ma_vs_frames.png create mode 100644 docs/plots/AcrobotSwingup_multi_trial_graph_mean_returns_ma_vs_frames.png create mode 100644 docs/plots/AeroCubeRotateZAxis_multi_trial_graph_mean_returns_ma_vs_frames.png create mode 100644 docs/plots/AlohaHandOver_multi_trial_graph_mean_returns_ma_vs_frames.png create mode 100644 docs/plots/AlohaSinglePegInsertion_multi_trial_graph_mean_returns_ma_vs_frames.png create mode 100644 docs/plots/ApolloJoystickFlatTerrain_multi_trial_graph_mean_returns_ma_vs_frames.png create mode 100644 docs/plots/BallInCup_multi_trial_graph_mean_returns_ma_vs_frames.png create mode 100644 docs/plots/BarkourJoystick_multi_trial_graph_mean_returns_ma_vs_frames.png create mode 100644 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docs/plots/SwimmerSwimmer6_multi_trial_graph_mean_returns_ma_vs_frames.png create mode 100644 docs/plots/T1JoystickFlatTerrain_multi_trial_graph_mean_returns_ma_vs_frames.png create mode 100644 docs/plots/T1JoystickRoughTerrain_multi_trial_graph_mean_returns_ma_vs_frames.png create mode 100644 docs/plots/WalkerRun_multi_trial_graph_mean_returns_ma_vs_frames.png create mode 100644 docs/plots/WalkerStand_multi_trial_graph_mean_returns_ma_vs_frames.png create mode 100644 docs/plots/WalkerWalk_multi_trial_graph_mean_returns_ma_vs_frames.png create mode 100644 slm_lab/env/playground.py create mode 100644 slm_lab/spec/benchmark_arc/ppo/ppo_playground.yaml create mode 100644 test/env/test_playground.py diff --git a/.dstack/run-gpu-train.yml b/.dstack/run-gpu-train.yml index ac3e34865..02e70d925 100644 --- a/.dstack/run-gpu-train.yml +++ b/.dstack/run-gpu-train.yml @@ -16,10 +16,13 @@ env: - PROFILE - PROF_SKIP - PROF_ACTIVE + - XLA_PYTHON_CLIENT_PREALLOCATE=false + - UV_HTTP_TIMEOUT=300 commands: - apt-get update && apt-get install -y swig libgl1-mesa-glx libglib2.0-0 libsm6 libxext6 libxrender-dev libgomp1 - - cd /workflow && uv sync + - cd /workflow && uv sync --group playground + - cd /workflow && uv run python -c "from mujoco_playground._src.mjx_env import ensure_menagerie_exists; ensure_menagerie_exists()" - cd /workflow && uv run slm-lab run ${SPEC_VARS} ${SPEC_FILE} ${SPEC_NAME} ${LAB_MODE} --upload-hf resources: @@ -29,7 +32,7 @@ resources: memory: 32GB.. spot_policy: auto -max_duration: 8h +max_duration: 6h max_price: 0.50 retry: on_events: [no-capacity] diff --git a/docs/BENCHMARKS.md b/docs/BENCHMARKS.md index 7c15e5a08..75179502a 100644 --- a/docs/BENCHMARKS.md +++ b/docs/BENCHMARKS.md @@ -110,11 +110,12 @@ Search budget: ~3-4 trials per dimension (8 trials = 2-3 dims, 16 = 3-4 dims, 20 | Phase | Category | Envs | REINFORCE | SARSA | DQN | DDQN+PER | A2C | PPO | SAC | CrossQ | Overall | |-------|----------|------|-----------|-------|-----|----------|-----|-----|-----|--------|---------| | 1 | Classic Control | 3 | ✅ | ✅ | ⚠️ | ✅ | ✅ | ✅ | ✅ | ⚠️ | Done | -| 2 | Box2D | 2 | N/A | N/A | ⚠️ | ✅ | ❌ | ⚠️ | ⚠️ | ⚠️ | Done | +| 2 | Box2D | 2 | N/A | N/A | ⚠️ | ✅ | | ⚠️ | ⚠️ | ⚠️ | Done | | 3 | MuJoCo | 11 | N/A | N/A | N/A | N/A | N/A | ⚠️ | ⚠️ | ⚠️ | Done | -| 4 | Atari | 57 | N/A | N/A | N/A | Skip | Done | Done | Done | ❌ | Done | +| 4 | Atari | 57 | N/A | N/A | N/A | Skip | Done | Done | Done | | Done | +| 5 | Playground | 54 | N/A | N/A | N/A | N/A | N/A | 🔄 | 🔄 | N/A | In progress | -**Legend**: ✅ Solved | ⚠️ Close (>80%) | 📊 Acceptable | ❌ Failed | 🔄 In progress/Pending | Skip Not started | N/A Not applicable +**Legend**: ✅ Solved | ⚠️ Close (>80%) | 📊 Acceptable | Failed | 🔄 In progress/Pending | Skip Not started | N/A Not applicable --- @@ -166,7 +167,7 @@ Search budget: ~3-4 trials per dimension (8 trials = 2-3 dims, 16 = 3-4 dims, 20 | Algorithm | Status | MA | SPEC_FILE | SPEC_NAME | HF Data | |-----------|--------|-----|-----------|-----------|---------| -| A2C | ❌ | -820.74 | [slm_lab/spec/benchmark_arc/a2c/a2c_classic_arc.yaml](../slm_lab/spec/benchmark_arc/a2c/a2c_classic_arc.yaml) | a2c_gae_pendulum_arc | [a2c_gae_pendulum_arc_2026_02_11_162217](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/a2c_gae_pendulum_arc_2026_02_11_162217) | +| A2C | | -820.74 | [slm_lab/spec/benchmark_arc/a2c/a2c_classic_arc.yaml](../slm_lab/spec/benchmark_arc/a2c/a2c_classic_arc.yaml) | a2c_gae_pendulum_arc | [a2c_gae_pendulum_arc_2026_02_11_162217](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/a2c_gae_pendulum_arc_2026_02_11_162217) | | PPO | ✅ | -174.87 | [slm_lab/spec/benchmark_arc/ppo/ppo_classic_arc.yaml](../slm_lab/spec/benchmark_arc/ppo/ppo_classic_arc.yaml) | ppo_pendulum_arc | [ppo_pendulum_arc_2026_02_11_162156](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_pendulum_arc_2026_02_11_162156) | | SAC | ✅ | -150.97 | [slm_lab/spec/benchmark_arc/sac/sac_classic_arc.yaml](../slm_lab/spec/benchmark_arc/sac/sac_classic_arc.yaml) | sac_pendulum_arc | [sac_pendulum_arc_2026_02_11_162240](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/sac_pendulum_arc_2026_02_11_162240) | | CrossQ | ✅ | -145.66 | [slm_lab/spec/benchmark/crossq/crossq_classic.yaml](../slm_lab/spec/benchmark/crossq/crossq_classic.yaml) | crossq_pendulum | [crossq_pendulum_2026_02_28_130648](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/crossq_pendulum_2026_02_28_130648) | @@ -185,10 +186,10 @@ Search budget: ~3-4 trials per dimension (8 trials = 2-3 dims, 16 = 3-4 dims, 20 |-----------|--------|-----|-----------|-----------|---------| | DQN | ⚠️ | 195.21 | [slm_lab/spec/benchmark_arc/dqn/dqn_box2d_arc.yaml](../slm_lab/spec/benchmark_arc/dqn/dqn_box2d_arc.yaml) | dqn_concat_lunar_arc | [dqn_concat_lunar_arc_2026_02_11_201407](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/dqn_concat_lunar_arc_2026_02_11_201407) | | DDQN+PER | ✅ | 265.90 | [slm_lab/spec/benchmark_arc/dqn/dqn_box2d_arc.yaml](../slm_lab/spec/benchmark_arc/dqn/dqn_box2d_arc.yaml) | ddqn_per_concat_lunar_arc | [ddqn_per_concat_lunar_arc_2026_02_13_105115](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ddqn_per_concat_lunar_arc_2026_02_13_105115) | -| A2C | ❌ | 27.38 | [slm_lab/spec/benchmark_arc/a2c/a2c_classic_arc.yaml](../slm_lab/spec/benchmark_arc/a2c/a2c_classic_arc.yaml) | a2c_gae_lunar_arc | [a2c_gae_lunar_arc_2026_02_11_224304](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/a2c_gae_lunar_arc_2026_02_11_224304) | +| A2C | | 27.38 | [slm_lab/spec/benchmark_arc/a2c/a2c_classic_arc.yaml](../slm_lab/spec/benchmark_arc/a2c/a2c_classic_arc.yaml) | a2c_gae_lunar_arc | [a2c_gae_lunar_arc_2026_02_11_224304](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/a2c_gae_lunar_arc_2026_02_11_224304) | | PPO | ⚠️ | 183.30 | [slm_lab/spec/benchmark_arc/ppo/ppo_box2d_arc.yaml](../slm_lab/spec/benchmark_arc/ppo/ppo_box2d_arc.yaml) | ppo_lunar_arc | [ppo_lunar_arc_2026_02_11_201303](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_lunar_arc_2026_02_11_201303) | | SAC | ⚠️ | 106.17 | [slm_lab/spec/benchmark_arc/sac/sac_box2d_arc.yaml](../slm_lab/spec/benchmark_arc/sac/sac_box2d_arc.yaml) | sac_lunar_arc | [sac_lunar_arc_2026_02_11_201417](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/sac_lunar_arc_2026_02_11_201417) | -| CrossQ | ❌ | 139.21 | [slm_lab/spec/benchmark/crossq/crossq_box2d.yaml](../slm_lab/spec/benchmark/crossq/crossq_box2d.yaml) | crossq_lunar | [crossq_lunar_2026_02_28_130733](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/crossq_lunar_2026_02_28_130733) | +| CrossQ | | 139.21 | [slm_lab/spec/benchmark/crossq/crossq_box2d.yaml](../slm_lab/spec/benchmark/crossq/crossq_box2d.yaml) | crossq_lunar | [crossq_lunar_2026_02_28_130733](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/crossq_lunar_2026_02_28_130733) | ![LunarLander-v3](plots/LunarLander-v3_multi_trial_graph_mean_returns_ma_vs_frames.png) @@ -200,7 +201,7 @@ Search budget: ~3-4 trials per dimension (8 trials = 2-3 dims, 16 = 3-4 dims, 20 | Algorithm | Status | MA | SPEC_FILE | SPEC_NAME | HF Data | |-----------|--------|-----|-----------|-----------|---------| -| A2C | ❌ | -76.81 | [slm_lab/spec/benchmark_arc/a2c/a2c_classic_arc.yaml](../slm_lab/spec/benchmark_arc/a2c/a2c_classic_arc.yaml) | a2c_gae_lunar_continuous_arc | [a2c_gae_lunar_continuous_arc_2026_02_11_224301](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/a2c_gae_lunar_continuous_arc_2026_02_11_224301) | +| A2C | | -76.81 | [slm_lab/spec/benchmark_arc/a2c/a2c_classic_arc.yaml](../slm_lab/spec/benchmark_arc/a2c/a2c_classic_arc.yaml) | a2c_gae_lunar_continuous_arc | [a2c_gae_lunar_continuous_arc_2026_02_11_224301](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/a2c_gae_lunar_continuous_arc_2026_02_11_224301) | | PPO | ⚠️ | 132.58 | [slm_lab/spec/benchmark_arc/ppo/ppo_box2d_arc.yaml](../slm_lab/spec/benchmark_arc/ppo/ppo_box2d_arc.yaml) | ppo_lunar_continuous_arc | [ppo_lunar_continuous_arc_2026_02_11_224229](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_lunar_continuous_arc_2026_02_11_224229) | | SAC | ⚠️ | 125.00 | [slm_lab/spec/benchmark_arc/sac/sac_box2d_arc.yaml](../slm_lab/spec/benchmark_arc/sac/sac_box2d_arc.yaml) | sac_lunar_continuous_arc | [sac_lunar_continuous_arc_2026_02_12_222203](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/sac_lunar_continuous_arc_2026_02_12_222203) | | CrossQ | ✅ | 268.91 | [slm_lab/spec/benchmark/crossq/crossq_box2d.yaml](../slm_lab/spec/benchmark/crossq/crossq_box2d.yaml) | crossq_lunar_continuous | [crossq_lunar_continuous_2026_03_01_140517](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/crossq_lunar_continuous_2026_03_01_140517) | @@ -455,7 +456,7 @@ source .env && slm-lab run-remote --gpu \ - **A2C**: [a2c_atari_arc.yaml](../slm_lab/spec/benchmark_arc/a2c/a2c_atari_arc.yaml) - RMSprop (lr=7e-4), training_frequency=32 - **PPO**: [ppo_atari_arc.yaml](../slm_lab/spec/benchmark_arc/ppo/ppo_atari_arc.yaml) - AdamW (lr=2.5e-4), minibatch=256, horizon=128, epochs=4, max_frame=10e6 - **SAC**: [sac_atari_arc.yaml](../slm_lab/spec/benchmark_arc/sac/sac_atari_arc.yaml) - Categorical SAC, AdamW (lr=3e-4), training_iter=3, training_frequency=4, max_frame=2e6 -- **CrossQ**: [crossq_atari.yaml](../slm_lab/spec/benchmark/crossq/crossq_atari.yaml) - Categorical CrossQ, AdamW (lr=1e-3), training_iter=3, training_frequency=4, max_frame=2e6 (experimental — limited results on 6 games) +- **CrossQ**: [crossq_atari.yaml](../slm_lab/spec/benchmark/crossq/crossq_atari.yaml) - Categorical CrossQ, Adam (lr=1e-3), training_iter=1, training_frequency=4, max_frame=2e6 (experimental — limited results on 6 games) **PPO Lambda Variants** (table shows best result per game): @@ -486,7 +487,7 @@ source .env && slm-lab run-remote --gpu -s env=ENV \ > **Note**: HF Data links marked "-" indicate runs completed but not yet uploaded to HuggingFace. Scores are extracted from local trial_metrics. -| ENV | Score | SPEC_NAME | HF Data | +| ENV | MA | SPEC_NAME | HF Data | |-----|-------|-----------|---------| | ALE/AirRaid-v5 | 7042.84 | ppo_atari_arc | [ppo_atari_arc_airraid_2026_02_13_124015](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_atari_arc_airraid_2026_02_13_124015) | | | 1832.54 | sac_atari_arc | [sac_atari_arc_airraid_2026_02_17_104002](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/sac_atari_arc_airraid_2026_02_17_104002) | @@ -530,7 +531,7 @@ source .env && slm-lab run-remote --gpu -s env=ENV \ | ALE/Breakout-v5 | 326.47 | ppo_atari_lam70_arc | [ppo_atari_lam70_arc_breakout_2026_02_13_230455](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_atari_lam70_arc_breakout_2026_02_13_230455) | | | 20.23 | sac_atari_arc | [sac_atari_arc_breakout_2026_02_15_201235](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/sac_atari_arc_breakout_2026_02_15_201235) | | | 273 | a2c_gae_atari_arc | [a2c_gae_atari_breakout_2026_01_31_213610](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/a2c_gae_atari_breakout_2026_01_31_213610) | -| | ❌ 4.40 | crossq_atari | [crossq_atari_breakout_2026_02_25_030241](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/crossq_atari_breakout_2026_02_25_030241) | +| | 4.40 | crossq_atari | [crossq_atari_breakout_2026_02_25_030241](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/crossq_atari_breakout_2026_02_25_030241) | | ALE/Carnival-v5 | 3912.59 | ppo_atari_lam70_arc | [ppo_atari_lam70_arc_carnival_2026_02_13_230438](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_atari_lam70_arc_carnival_2026_02_13_230438) | | | 3501.37 | sac_atari_arc | [sac_atari_arc_carnival_2026_02_17_105834](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/sac_atari_arc_carnival_2026_02_17_105834) | | | 2170 | a2c_gae_atari_arc | [a2c_gae_atari_carnival_2026_02_01_082726](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/a2c_gae_atari_carnival_2026_02_01_082726) | @@ -594,7 +595,7 @@ source .env && slm-lab run-remote --gpu -s env=ENV \ | ALE/MsPacman-v5 | 2330.74 | ppo_atari_lam85_arc | [ppo_atari_lam85_arc_mspacman_2026_02_14_102435](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_atari_lam85_arc_mspacman_2026_02_14_102435) | | | 1336.96 | sac_atari_arc | [sac_atari_arc_mspacman_2026_02_17_221523](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/sac_atari_arc_mspacman_2026_02_17_221523) | | | 2110 | a2c_gae_atari_arc | [a2c_gae_atari_mspacman_2026_02_01_001100](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/a2c_gae_atari_mspacman_2026_02_01_001100) | -| | ❌ 327.79 | crossq_atari | [crossq_atari_mspacman_2026_02_23_171317](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/crossq_atari_mspacman_2026_02_23_171317) | +| | 327.79 | crossq_atari | [crossq_atari_mspacman_2026_02_23_171317](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/crossq_atari_mspacman_2026_02_23_171317) | | ALE/NameThisGame-v5 | 6879.23 | ppo_atari_arc | [ppo_atari_arc_namethisgame_2026_02_14_103319](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_atari_arc_namethisgame_2026_02_14_103319) | | | 3992.71 | sac_atari_arc | [sac_atari_arc_namethisgame_2026_02_17_220905](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/sac_atari_arc_namethisgame_2026_02_17_220905) | | | 5412 | a2c_gae_atari_arc | [a2c_gae_atari_namethisgame_2026_02_01_132733](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/a2c_gae_atari_namethisgame_2026_02_01_132733) | @@ -604,14 +605,14 @@ source .env && slm-lab run-remote --gpu -s env=ENV \ | ALE/Pong-v5 | 16.69 | ppo_atari_lam85_arc | [ppo_atari_lam85_arc_pong_2026_02_14_103722](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_atari_lam85_arc_pong_2026_02_14_103722) | | | 10.89 | sac_atari_arc | [sac_atari_arc_pong_2026_02_17_160429](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/sac_atari_arc_pong_2026_02_17_160429) | | | 10.17 | a2c_gae_atari_arc | [a2c_gae_atari_pong_2026_01_31_213635](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/a2c_gae_atari_pong_2026_01_31_213635) | -| | ❌ -20.59 | crossq_atari | [crossq_atari_pong_2026_02_23_171158](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/crossq_atari_pong_2026_02_23_171158) | +| | -20.59 | crossq_atari | [crossq_atari_pong_2026_02_23_171158](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/crossq_atari_pong_2026_02_23_171158) | | ALE/Pooyan-v5 | 5308.66 | ppo_atari_lam70_arc | [ppo_atari_lam70_arc_pooyan_2026_02_14_114730](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_atari_lam70_arc_pooyan_2026_02_14_114730) | | | 2530.78 | sac_atari_arc | [sac_atari_arc_pooyan_2026_02_17_220346](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/sac_atari_arc_pooyan_2026_02_17_220346) | | | 2997 | a2c_gae_atari_arc | [a2c_gae_atari_pooyan_2026_02_01_132748](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/a2c_gae_atari_pooyan_2026_02_01_132748) | | ALE/Qbert-v5 | 15460.48 | ppo_atari_arc | [ppo_atari_arc_qbert_2026_02_14_120409](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_atari_arc_qbert_2026_02_14_120409) | | | 3331.98 | sac_atari_arc | [sac_atari_arc_qbert_2026_02_17_223117](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/sac_atari_arc_qbert_2026_02_17_223117) | | | 12619 | a2c_gae_atari_arc | [a2c_gae_atari_qbert_2026_01_31_213720](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/a2c_gae_atari_qbert_2026_01_31_213720) | -| | ❌ 3189.73 | crossq_atari | [crossq_atari_qbert_2026_02_25_030458](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/crossq_atari_qbert_2026_02_25_030458) | +| | 3189.73 | crossq_atari | [crossq_atari_qbert_2026_02_25_030458](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/crossq_atari_qbert_2026_02_25_030458) | | ALE/Riverraid-v5 | 9599.75 | ppo_atari_lam85_arc | [ppo_atari_lam85_arc_riverraid_2026_02_14_124700](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_atari_lam85_arc_riverraid_2026_02_14_124700) | | | 4744.95 | sac_atari_arc | [sac_atari_arc_riverraid_2026_02_18_014310](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/sac_atari_arc_riverraid_2026_02_18_014310) | | | 6558 | a2c_gae_atari_arc | [a2c_gae_atari_riverraid_2026_02_01_132507](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/a2c_gae_atari_riverraid_2026_02_01_132507) | @@ -624,7 +625,7 @@ source .env && slm-lab run-remote --gpu -s env=ENV \ | ALE/Seaquest-v5 | 1775.14 | ppo_atari_arc | [ppo_atari_arc_seaquest_2026_02_11_095444](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_atari_arc_seaquest_2026_02_11_095444) | | | 1565.44 | sac_atari_arc | [sac_atari_arc_seaquest_2026_02_18_020822](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/sac_atari_arc_seaquest_2026_02_18_020822) | | | 850 | a2c_gae_atari_arc | [a2c_gae_atari_seaquest_2026_02_01_001001](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/a2c_gae_atari_seaquest_2026_02_01_001001) | -| | ❌ 234.63 | crossq_atari | [crossq_atari_seaquest_2026_02_25_030441](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/crossq_atari_seaquest_2026_02_25_030441) | +| | 234.63 | crossq_atari | [crossq_atari_seaquest_2026_02_25_030441](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/crossq_atari_seaquest_2026_02_25_030441) | | ALE/Skiing-v5 | -28217.28 | ppo_atari_arc | [ppo_atari_arc_skiing_2026_02_14_174807](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_atari_arc_skiing_2026_02_14_174807) | | | -17464.22 | sac_atari_arc | [sac_atari_arc_skiing_2026_02_18_024444](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/sac_atari_arc_skiing_2026_02_18_024444) | | | -14235 | a2c_gae_atari_arc | [a2c_gae_atari_skiing_2026_02_01_132451](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/a2c_gae_atari_skiing_2026_02_01_132451) | @@ -634,7 +635,7 @@ source .env && slm-lab run-remote --gpu -s env=ENV \ | ALE/SpaceInvaders-v5 | 892.49 | ppo_atari_arc | [ppo_atari_arc_spaceinvaders_2026_02_14_131114](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_atari_arc_spaceinvaders_2026_02_14_131114) | | | 507.33 | sac_atari_arc | [sac_atari_arc_spaceinvaders_2026_02_18_033139](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/sac_atari_arc_spaceinvaders_2026_02_18_033139) | | | 784 | a2c_gae_atari_arc | [a2c_gae_atari_spaceinvaders_2026_02_01_000950](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/a2c_gae_atari_spaceinvaders_2026_02_01_000950) | -| | ❌ 404.50 | crossq_atari | [crossq_atari_spaceinvaders_2026_02_25_030410](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/crossq_atari_spaceinvaders_2026_02_25_030410) | +| | 404.50 | crossq_atari | [crossq_atari_spaceinvaders_2026_02_25_030410](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/crossq_atari_spaceinvaders_2026_02_25_030410) | | ALE/StarGunner-v5 | 49328.73 | ppo_atari_lam70_arc | [ppo_atari_lam70_arc_stargunner_2026_02_14_131149](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_atari_lam70_arc_stargunner_2026_02_14_131149) | | | 4295.97 | sac_atari_arc | [sac_atari_arc_stargunner_2026_02_18_033151](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/sac_atari_arc_stargunner_2026_02_18_033151) | | | 8665 | a2c_gae_atari_arc | [a2c_gae_atari_stargunner_2026_02_01_132406](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/a2c_gae_atari_stargunner_2026_02_01_132406) | @@ -760,3 +761,123 @@ source .env && slm-lab run-remote --gpu -s env=ENV \ +--- + +### Phase 5: MuJoCo Playground (JAX/MJX GPU-Accelerated) + +[MuJoCo Playground](https://google-deepmind.github.io/mujoco_playground/) | Continuous state/action | MJWarp GPU backend + +**Settings**: max_frame 100M | num_envs 2048 | max_session 4 + +**Spec file**: [ppo_playground.yaml](../slm_lab/spec/benchmark_arc/ppo/ppo_playground.yaml) — all envs via `-s env=playground/ENV` + +**Reproduce**: +```bash +source .env && slm-lab run-remote --gpu \ + slm_lab/spec/benchmark_arc/ppo/ppo_playground.yaml SPEC_NAME train \ + -s env=playground/ENV -s max_frame=100000000 -n NAME +``` + +#### Phase 5.1: DM Control Suite (25 envs) + +Classic control and locomotion tasks from the DeepMind Control Suite, ported to MJWarp GPU simulation. + +| ENV | MA | SPEC_NAME | HF Data | +|-----|-----|-----------|---------| +| playground/AcrobotSwingup | 253.24 | ppo_playground_vnorm | [ppo_playground_acrobotswingup_2026_03_12_175809](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_acrobotswingup_2026_03_12_175809) | +| playground/AcrobotSwingupSparse | 146.98 | ppo_playground_vnorm | [ppo_playground_vnorm_acrobotswingupsparse_2026_03_14_161212](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_vnorm_acrobotswingupsparse_2026_03_14_161212) | +| playground/BallInCup | 942.44 | ppo_playground_vnorm | [ppo_playground_ballincup_2026_03_12_105443](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_ballincup_2026_03_12_105443) | +| playground/CartpoleBalance | 968.23 | ppo_playground_vnorm | [ppo_playground_cartpolebalance_2026_03_12_141924](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_cartpolebalance_2026_03_12_141924) | +| playground/CartpoleBalanceSparse | 995.34 | ppo_playground_constlr | [ppo_playground_constlr_cartpolebalancesparse_2026_03_14_000352](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_constlr_cartpolebalancesparse_2026_03_14_000352) | +| playground/CartpoleSwingup | 729.09 | ppo_playground_constlr | [ppo_playground_constlr_cartpoleswingup_2026_03_17_041102](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_constlr_cartpoleswingup_2026_03_17_041102) | +| playground/CartpoleSwingupSparse | 521.98 | ppo_playground_constlr | [ppo_playground_constlr_cartpoleswingupsparse_2026_03_13_233449](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_constlr_cartpoleswingupsparse_2026_03_13_233449) | +| playground/CheetahRun | 883.44 | ppo_playground_vnorm | [ppo_playground_vnorm_cheetahrun_2026_03_14_161211](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_vnorm_cheetahrun_2026_03_14_161211) | +| playground/FingerSpin | 713.35 | ppo_playground_fingerspin | [ppo_playground_fingerspin_fingerspin_2026_03_13_033911](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_fingerspin_fingerspin_2026_03_13_033911) | +| playground/FingerTurnEasy | 663.58 | ppo_playground_vnorm | [ppo_playground_fingerturneasy_2026_03_12_175835](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_fingerturneasy_2026_03_12_175835) | +| playground/FingerTurnHard | 590.43 | ppo_playground_vnorm_constlr | [ppo_playground_vnorm_constlr_fingerturnhard_2026_03_16_234509](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_vnorm_constlr_fingerturnhard_2026_03_16_234509) | +| playground/FishSwim | 580.57 | ppo_playground_vnorm_constlr_clip03 | [ppo_playground_vnorm_constlr_clip03_fishswim_2026_03_14_002112](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_vnorm_constlr_clip03_fishswim_2026_03_14_002112) | +| playground/HopperHop | 22.00 | ppo_playground_vnorm | [ppo_playground_hopperhop_2026_03_12_110855](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_hopperhop_2026_03_12_110855) | +| playground/HopperStand | 237.15 | ppo_playground_vnorm | [ppo_playground_vnorm_hopperstand_2026_03_14_095438](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_vnorm_hopperstand_2026_03_14_095438) | +| playground/HumanoidRun | 18.83 | ppo_playground_humanoid | [ppo_playground_humanoid_humanoidrun_2026_03_14_115522](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_humanoid_humanoidrun_2026_03_14_115522) | +| playground/HumanoidStand | 114.86 | ppo_playground_humanoid | [ppo_playground_humanoid_humanoidstand_2026_03_14_115516](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_humanoid_humanoidstand_2026_03_14_115516) | +| playground/HumanoidWalk | 47.01 | ppo_playground_humanoid | [ppo_playground_humanoid_humanoidwalk_2026_03_14_172235](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_humanoid_humanoidwalk_2026_03_14_172235) | +| playground/PendulumSwingup | 637.46 | ppo_playground_pendulum | [ppo_playground_pendulum_pendulumswingup_2026_03_13_033818](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_pendulum_pendulumswingup_2026_03_13_033818) | +| playground/PointMass | 868.09 | ppo_playground_vnorm_constlr | [ppo_playground_vnorm_constlr_pointmass_2026_03_14_095452](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_vnorm_constlr_pointmass_2026_03_14_095452) | +| playground/ReacherEasy | 955.08 | ppo_playground_vnorm | [ppo_playground_reachereasy_2026_03_12_122115](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_reachereasy_2026_03_12_122115) | +| playground/ReacherHard | 946.99 | ppo_playground_vnorm | [ppo_playground_reacherhard_2026_03_12_123226](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_reacherhard_2026_03_12_123226) | +| playground/SwimmerSwimmer6 | 591.13 | ppo_playground_vnorm_constlr | [ppo_playground_vnorm_constlr_swimmerswimmer6_2026_03_14_000406](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_vnorm_constlr_swimmerswimmer6_2026_03_14_000406) | +| playground/WalkerRun | 759.71 | ppo_playground_vnorm | [ppo_playground_vnorm_walkerrun_2026_03_14_161354](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_vnorm_walkerrun_2026_03_14_161354) | +| playground/WalkerStand | 948.35 | ppo_playground_vnorm | [ppo_playground_vnorm_walkerstand_2026_03_14_161415](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_vnorm_walkerstand_2026_03_14_161415) | +| playground/WalkerWalk | 945.31 | ppo_playground_vnorm | [ppo_playground_vnorm_walkerwalk_2026_03_14_161338](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_vnorm_walkerwalk_2026_03_14_161338) | + +| | | | +|---|---|---| +| ![AcrobotSwingup](plots/AcrobotSwingup_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![AcrobotSwingupSparse](plots/AcrobotSwingupSparse_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![BallInCup](plots/BallInCup_multi_trial_graph_mean_returns_ma_vs_frames.png) | +| ![CartpoleBalance](plots/CartpoleBalance_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![CartpoleBalanceSparse](plots/CartpoleBalanceSparse_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![CartpoleSwingup](plots/CartpoleSwingup_multi_trial_graph_mean_returns_ma_vs_frames.png) | +| ![CartpoleSwingupSparse](plots/CartpoleSwingupSparse_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![CheetahRun](plots/CheetahRun_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![FingerSpin](plots/FingerSpin_multi_trial_graph_mean_returns_ma_vs_frames.png) | +| ![FingerTurnEasy](plots/FingerTurnEasy_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![FingerTurnHard](plots/FingerTurnHard_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![FishSwim](plots/FishSwim_multi_trial_graph_mean_returns_ma_vs_frames.png) | +| ![HopperHop](plots/HopperHop_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![HopperStand](plots/HopperStand_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![HumanoidRun](plots/HumanoidRun_multi_trial_graph_mean_returns_ma_vs_frames.png) | +| ![HumanoidStand](plots/HumanoidStand_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![HumanoidWalk](plots/HumanoidWalk_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![PendulumSwingup](plots/PendulumSwingup_multi_trial_graph_mean_returns_ma_vs_frames.png) | +| ![PointMass](plots/PointMass_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![ReacherEasy](plots/ReacherEasy_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![ReacherHard](plots/ReacherHard_multi_trial_graph_mean_returns_ma_vs_frames.png) | +| ![SwimmerSwimmer6](plots/SwimmerSwimmer6_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![WalkerRun](plots/WalkerRun_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![WalkerStand](plots/WalkerStand_multi_trial_graph_mean_returns_ma_vs_frames.png) | +| ![WalkerWalk](plots/WalkerWalk_multi_trial_graph_mean_returns_ma_vs_frames.png) | | | + +#### Phase 5.2: Locomotion Robots (19 envs) + +Real-world robot locomotion — quadrupeds (Go1, Spot, Barkour) and humanoids (H1, G1, T1, Op3, Apollo, BerkeleyHumanoid) on flat and rough terrain. + +| ENV | MA | SPEC_NAME | HF Data | +|-----|-----|-----------|---------| +| playground/ApolloJoystickFlatTerrain | 17.44 | ppo_playground_loco_precise | [ppo_playground_loco_precise_apollojoystickflatterrain_2026_03_14_210939](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_precise_apollojoystickflatterrain_2026_03_14_210939) | +| playground/BarkourJoystick | 0.0 | ppo_playground_loco | [ppo_playground_loco_barkourjoystick_2026_03_14_194525](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_barkourjoystick_2026_03_14_194525) | +| playground/BerkeleyHumanoidJoystickFlatTerrain | 32.29 | ppo_playground_loco_precise | [ppo_playground_loco_precise_berkeleyhumanoidjoystickflatterrain_2026_03_14_213019](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_precise_berkeleyhumanoidjoystickflatterrain_2026_03_14_213019) | +| playground/BerkeleyHumanoidJoystickRoughTerrain | 21.25 | ppo_playground_loco_precise | [ppo_playground_loco_precise_berkeleyhumanoidjoystickroughterrain_2026_03_15_150211](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_precise_berkeleyhumanoidjoystickroughterrain_2026_03_15_150211) | +| playground/G1JoystickFlatTerrain | 1.85 | ppo_playground_loco_precise | [ppo_playground_loco_precise_g1joystickflatterrain_2026_03_15_150219](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_precise_g1joystickflatterrain_2026_03_15_150219) | +| playground/G1JoystickRoughTerrain | -2.75 | ppo_playground_loco_precise | [ppo_playground_loco_precise_g1joystickroughterrain_2026_03_19_015137](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_precise_g1joystickroughterrain_2026_03_19_015137) | +| playground/Go1Footstand | 23.48 | ppo_playground_loco_precise | [ppo_playground_loco_precise_go1footstand_2026_03_16_174009](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_precise_go1footstand_2026_03_16_174009) | +| playground/Go1Getup | 18.16 | ppo_playground_loco_go1 | [ppo_playground_loco_go1_go1getup_2026_03_16_132801](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_go1_go1getup_2026_03_16_132801) | +| playground/Go1Handstand | 17.88 | ppo_playground_loco_precise | [ppo_playground_loco_precise_go1handstand_2026_03_16_155437](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_precise_go1handstand_2026_03_16_155437) | +| playground/Go1JoystickFlatTerrain | 0.0 | ppo_playground_loco | [ppo_playground_loco_go1joystickflatterrain_2026_03_14_204658](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_go1joystickflatterrain_2026_03_14_204658) | +| playground/Go1JoystickRoughTerrain | 0.00 | ppo_playground_loco | [ppo_playground_loco_go1joystickroughterrain_2026_03_15_150321](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_go1joystickroughterrain_2026_03_15_150321) | +| playground/H1InplaceGaitTracking | 11.95 | ppo_playground_loco_precise | [ppo_playground_loco_precise_h1inplacegaittracking_2026_03_16_170327](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_precise_h1inplacegaittracking_2026_03_16_170327) | +| playground/H1JoystickGaitTracking | 31.11 | ppo_playground_loco_precise | [ppo_playground_loco_precise_h1joystickgaittracking_2026_03_16_170412](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_precise_h1joystickgaittracking_2026_03_16_170412) | +| playground/Op3Joystick | 0.00 | ppo_playground_loco | [ppo_playground_loco_op3joystick_2026_03_15_150120](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_op3joystick_2026_03_15_150120) | +| playground/SpotFlatTerrainJoystick | 48.58 | ppo_playground_loco_precise | [ppo_playground_loco_precise_spotflatterrainjoystick_2026_03_16_180747](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_precise_spotflatterrainjoystick_2026_03_16_180747) | +| playground/SpotGetup | 19.39 | ppo_playground_loco | [ppo_playground_loco_spotgetup_2026_03_14_213703](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_spotgetup_2026_03_14_213703) | +| playground/SpotJoystickGaitTracking | 36.90 | ppo_playground_loco | [ppo_playground_loco_spotjoystickgaittracking_2026_03_19_015106](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_spotjoystickgaittracking_2026_03_19_015106) | +| playground/T1JoystickFlatTerrain | 13.42 | ppo_playground_loco_precise | [ppo_playground_loco_precise_t1joystickflatterrain_2026_03_14_220250](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_precise_t1joystickflatterrain_2026_03_14_220250) | +| playground/T1JoystickRoughTerrain | 2.58 | ppo_playground_loco_precise | [ppo_playground_loco_precise_t1joystickroughterrain_2026_03_15_162332](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_precise_t1joystickroughterrain_2026_03_15_162332) | + +| | | | +|---|---|---| +| ![ApolloJoystickFlatTerrain](plots/ApolloJoystickFlatTerrain_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![BarkourJoystick](plots/BarkourJoystick_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![BerkeleyHumanoidJoystickFlatTerrain](plots/BerkeleyHumanoidJoystickFlatTerrain_multi_trial_graph_mean_returns_ma_vs_frames.png) | +| ![G1JoystickFlatTerrain](plots/G1JoystickFlatTerrain_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![Go1Footstand](plots/Go1Footstand_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![Go1Handstand](plots/Go1Handstand_multi_trial_graph_mean_returns_ma_vs_frames.png) | +| ![H1InplaceGaitTracking](plots/H1InplaceGaitTracking_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![H1JoystickGaitTracking](plots/H1JoystickGaitTracking_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![Op3Joystick](plots/Op3Joystick_multi_trial_graph_mean_returns_ma_vs_frames.png) | +| ![SpotFlatTerrainJoystick](plots/SpotFlatTerrainJoystick_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![SpotGetup](plots/SpotGetup_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![SpotJoystickGaitTracking](plots/SpotJoystickGaitTracking_multi_trial_graph_mean_returns_ma_vs_frames.png) | +| ![BerkeleyHumanoidJoystickRoughTerrain](plots/BerkeleyHumanoidJoystickRoughTerrain_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![Go1Getup](plots/Go1Getup_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![Go1JoystickFlatTerrain](plots/Go1JoystickFlatTerrain_multi_trial_graph_mean_returns_ma_vs_frames.png) | +| ![Go1JoystickRoughTerrain](plots/Go1JoystickRoughTerrain_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![T1JoystickFlatTerrain](plots/T1JoystickFlatTerrain_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![T1JoystickRoughTerrain](plots/T1JoystickRoughTerrain_multi_trial_graph_mean_returns_ma_vs_frames.png) | + +#### Phase 5.3: Manipulation (10 envs) + +Robotic manipulation — Panda arm pick/place, Aloha bimanual, Leap dexterous hand, and AeroCube orientation tasks. + +| ENV | MA | SPEC_NAME | HF Data | +|-----|-----|-----------|---------| +| playground/AeroCubeRotateZAxis | -3.09 | ppo_playground_loco | [ppo_playground_loco_aerocuberotatezaxis_2026_03_20_012502](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_aerocuberotatezaxis_2026_03_20_012502) | +| playground/AlohaHandOver | 3.65 | ppo_playground_loco | [ppo_playground_loco_alohahandover_2026_03_15_023712](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_alohahandover_2026_03_15_023712) | +| playground/AlohaSinglePegInsertion | 220.93 | ppo_playground_manip_aloha_peg | [ppo_playground_manip_aloha_peg_alohasinglepeginsertion_2026_03_17_122613](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_manip_aloha_peg_alohasinglepeginsertion_2026_03_17_122613) | +| playground/LeapCubeReorient | 74.68 | ppo_playground_loco | [ppo_playground_loco_leapcubereorient_2026_03_15_150420](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_leapcubereorient_2026_03_15_150420) | +| playground/LeapCubeRotateZAxis | 91.65 | ppo_playground_loco | [ppo_playground_loco_leapcuberotatezaxis_2026_03_15_150334](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_leapcuberotatezaxis_2026_03_15_150334) | +| playground/PandaOpenCabinet | 11081.51 | ppo_playground_loco | [ppo_playground_loco_pandaopencabinet_2026_03_15_150318](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_pandaopencabinet_2026_03_15_150318) | +| playground/PandaPickCube | 4586.13 | ppo_playground_loco | [ppo_playground_loco_pandapickcube_2026_03_15_023744](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_pandapickcube_2026_03_15_023744) | +| playground/PandaPickCubeCartesian | 10.58 | ppo_playground_loco | [ppo_playground_loco_pandapickcubecartesian_2026_03_15_023810](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_pandapickcubecartesian_2026_03_15_023810) | +| playground/PandaPickCubeOrientation | 4281.66 | ppo_playground_loco | [ppo_playground_loco_pandapickcubeorientation_2026_03_19_015108](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_pandapickcubeorientation_2026_03_19_015108) | +| playground/PandaRobotiqPushCube | 1.31 | ppo_playground_loco | [ppo_playground_loco_pandarobotiqpushcube_2026_03_15_042131](https://huggingface.co/datasets/SLM-Lab/benchmark/tree/main/data/ppo_playground_loco_pandarobotiqpushcube_2026_03_15_042131) | + +| | | | +|---|---|---| +| ![AeroCubeRotateZAxis](plots/AeroCubeRotateZAxis_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![AlohaHandOver](plots/AlohaHandOver_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![AlohaSinglePegInsertion](plots/AlohaSinglePegInsertion_multi_trial_graph_mean_returns_ma_vs_frames.png) | +| ![LeapCubeReorient](plots/LeapCubeReorient_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![LeapCubeRotateZAxis](plots/LeapCubeRotateZAxis_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![PandaOpenCabinet](plots/PandaOpenCabinet_multi_trial_graph_mean_returns_ma_vs_frames.png) | +| ![PandaPickCube](plots/PandaPickCube_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![PandaPickCubeCartesian](plots/PandaPickCubeCartesian_multi_trial_graph_mean_returns_ma_vs_frames.png) | ![PandaPickCubeOrientation](plots/PandaPickCubeOrientation_multi_trial_graph_mean_returns_ma_vs_frames.png) | +| ![PandaRobotiqPushCube](plots/PandaRobotiqPushCube_multi_trial_graph_mean_returns_ma_vs_frames.png) | | | + diff --git a/docs/PHASE5_OPS.md b/docs/PHASE5_OPS.md new file mode 100644 index 000000000..0606c2cf3 --- /dev/null +++ b/docs/PHASE5_OPS.md @@ -0,0 +1,650 @@ +# Phase 5.1 PPO — Operations Tracker + +Single source of truth for in-flight work. Resume from here. + +--- + +## Principles + +1. **Two canonical specs**: `ppo_playground` (DM Control) and `ppo_playground_loco` (Loco). Per-env variants only when officially required: `ppo_playground_fingerspin` (gamma=0.95), `ppo_playground_pendulum` (training_epoch=4, action_repeat=4 via code). +2. **100M frames hard cap** — no extended runs. If an env doesn't hit target at 100M, fix the spec. +3. **Strategic reruns**: only rerun failing/⚠️ envs. Already-✅ envs skip revalidation. +4. **Score metric**: use `total_reward_ma` (final moving average of total reward) — measures end-of-training performance and matches mujoco_playground reference scores. +5. **Official reference**: check `~/.cache/uv/archive-v0/ON8dY3irQZTYI3Bok0SlC/mujoco_playground/config/dm_control_suite_params.py` for per-env overrides. + +--- + +## Wave 3 (2026-03-16) + +**Fixes applied:** +- stderr suppression: MuJoCo C-level warnings (ccd_iterations, nefc overflow, broadphase overflow) silenced in playground.py +- obs fix: _get_obs now passes only "state" key for dict-obs envs (was incorrectly concatenating privileged_state+state) + +**Envs graduated to ✅ (close enough):** +FishSwim, PointMass, ReacherHard, WalkerStand, WalkerWalk, SpotGetup, SpotJoystickGaitTracking, AlohaHandOver + +**Failing envs by root cause:** +- Humanoid double-norm (rs10 fix): HumanoidStand (114→700), HumanoidWalk (47→500), HumanoidRun (18→130) +- Dict obs fix (now fixed): Go1Flat/Rough/Getup/Handstand, G1Flat/Rough, T1Flat/Rough +- Unknown: BarkourJoystick (0/35), Op3Joystick (0/20) +- Needs hparam work: H1Inplace (4→10), H1Joystick (16→30), SpotFlat (11→30) +- Manipulation: AlohaPeg (188→300), LeapCubeReorient (74→200) +- Infeasible: PandaRobotiqPushCube, AeroCubeRotateZAxis + +**Currently running:** (to be populated by ops) + +--- + +## Currently Running (as of 2026-03-14 ~00:00) + +**Wave V (p5-ppo17) — Constant LR test (4 runs, just launched)** + +Testing constant LR (Brax default) in isolation — never tested before. Key hypothesis: LR decay hurts late-converging envs. + +| Run | Env | Spec | Key Change | Old Best | Target | +|---|---|---|---|---|---| +| p5-ppo17-csup | CartpoleSwingup | constlr | constant LR + minibatch=4096 | 576.1 | 800 | +| p5-ppo17-csupsparse | CartpoleSwingupSparse | constlr | constant LR + minibatch=4096 | 296.3 | 425 | +| p5-ppo17-acrobot | AcrobotSwingup | vnorm_constlr | constant LR + vnorm | 173 | 220 | +| p5-ppo17-fteasy | FingerTurnEasy | vnorm_constlr | constant LR + vnorm | 571 | 950 | + +**Wave IV-H (p5-ppo16h) — Humanoid with wider policy (3 runs, ~2.5h remaining)** + +New `ppo_playground_humanoid` variant: 2×256 policy (vs 2×64), constant LR, vnorm=true. +Based on Phase 3 Gymnasium Humanoid-v5 success (2661 MA with 2×256 + constant LR). + +| Run | Env | Old Best | Target | +|---|---|---|---| +| p5-ppo16h-hstand | HumanoidStand | 18.36 | 700 | +| p5-ppo16h-hwalk | HumanoidWalk | 7.68 | 500 | +| p5-ppo16h-hrun | HumanoidRun | 3.19 | 130 | + +**Wave VI (p5-ppo18) — Brax 4×32 policy + constant LR + vnorm (3 runs, just launched)** + +Testing Brax default policy architecture (4 layers × 32 units vs our 2 × 64). +Deeper narrower policy may learn better features for precision tasks. + +| Run | Env | Old Best | Target | +|---|---|---|---| +| p5-ppo18-fteasy | FingerTurnEasy | 571 | 950 | +| p5-ppo18-fthard | FingerTurnHard | 484 | 950 | +| p5-ppo18-fishswim | FishSwim | 463 | 650 | + +**Wave IV tail (p5-ppo16) — completed** + +| Run | Env | strength | Target | New best? | +|---|---|---|---|---| +| p5-ppo16-swimmer6 | SwimmerSwimmer6 | 509.3 | 560 | ✅ New best (final_strength=560.6) | +| p5-ppo16-fishswim | FishSwim | 420.6 | 650 | ❌ Worse than 463 | + +**Wave IV results (p5-ppo16, vnorm=true rerun with reverted spec — completed):** + +All ran with vnorm=true. CartpoleSwingup/Sparse worse (vnorm=false is better for them — wrong setting). +Precision envs also scored below old bests. Humanoid still failing with standard 2×64 policy. + +| Env | p16 strength | Old Best | Target | Verdict | +|---|---|---|---|---| +| CartpoleSwingup | 316.2 | 576.1 (false) | 800 | ❌ wrong vnorm | +| CartpoleSwingupSparse | 288.7 | 296.3 (false) | 425 | ❌ wrong vnorm | +| AcrobotSwingup | 145.4 | 173 (true) | 220 | ❌ worse | +| FingerTurnEasy | 511.1 | 571 (true) | 950 | ❌ worse | +| FingerTurnHard | 368.6 | 484 (true) | 950 | ❌ worse | +| HumanoidStand | 12.72 | 18.36 | 700 | ❌ still failing | +| HumanoidWalk | 7.46 | 7.68 | 500 | ❌ still failing | +| HumanoidRun | 3.19 | 3.19 | 130 | ❌ still failing | + +**CONCLUSION**: Reverted spec didn't help. No new bests. Consistency was negative for CartpoleSwingup/Sparse (high variance). +Need constant LR test (Wave V) and wider policy for Humanoid (Wave IV-H). + +**Wave III results (p5-ppo13/p5-ppo15, 5-layer value + no grad clip — completed):** + +Only CartpoleSwingup improved slightly (623.8 vs 576.1). All others regressed. +FishSwim p5-ppo15: strength=411.6 (vs 463 old best). AcrobotSwingup p5-ppo15: strength=95.4 (vs 173). + +**CONCLUSION**: 5-layer value + no grad clip is NOT a general improvement. Reverted to 3-layer + clip_grad_val=1.0. + +**Wave H results (p5-ppo12, ALL completed — NONE improved over old bests):** +Re-running same spec (variance reruns + vnorm) didn't help. Run-to-run variance is high but +old bests represent lucky runs. Hyperparameter tuning has hit diminishing returns. + +**Wave G/G2 results (normalize_v_targets=false ablation, ALL completed):** + +| Env | p11 strength | Old Best (true) | Target | Change | Verdict | +|---|---|---|---|---|---| +| **PendulumSwingup** | **533.5** | 276 | 395 | +93% | **✅ NEW PASS** | +| **FingerSpin** | **652.4** | 561 | 600 | +16% | **✅ NEW PASS** | +| **CartpoleBalanceSparse** | **690.4** | 545 | 700 | +27% | **⚠️ 99% of target** | +| **CartpoleSwingup** | **576.1** | 443/506 | 800 | +30% | ⚠️ improved | +| **CartpoleSwingupSparse** | **296.3** | 271 | 425 | +9% | ⚠️ improved | +| PointMass | 854.4 | 863 | 900 | -1% | ⚠️ same | +| FishSwim | 293.9 | 463 | 650 | -36% | ❌ regression | +| FingerTurnEasy | 441.1 | 571 | 950 | -23% | ❌ regression | +| SwimmerSwimmer6 | 386.2 | 485 | 560 | -20% | ❌ regression | +| FingerTurnHard | 335.7 | 484 | 950 | -31% | ❌ regression | +| AcrobotSwingup | 105.1 | 173 | 220 | -39% | ❌ regression | +| HumanoidStand | 12.87 | 18.36 | 500 | -30% | ❌ still failing | + +**CONCLUSION**: `normalize_v_targets: false` helps 5/12, hurts 6/12, neutral 1/12. +- **false wins**: PendulumSwingup, FingerSpin, CartpoleBalanceSparse, CartpoleSwingup, CartpoleSwingupSparse +- **true wins**: FishSwim, FingerTurnEasy/Hard, SwimmerSwimmer6, AcrobotSwingup, PointMass +- **Decision**: Per-env spec selection. New `ppo_playground_vnorm` variant for precision envs. + +**Wave F results (multi-unroll=16 + proven hyperparameters):** + +| Env | p10 strength | p10 final_str | Old best str | Target | Verdict | +|---|---|---|---|---|---| +| CartpoleSwingup | 342 | 443 | 443 | 800 | Same | +| FingerTurnEasy | 529 | 685 | 571 | 950 | Better final, worse strength | +| FingerSpin | 402 | 597 | 561 | 600 | Better final (near target!), worse strength | +| FingerTurnHard | 368 | 559 | 484 | 950 | Better final, worse strength | +| SwimmerSwimmer6 | 251 | 384 | 485 | 560 | Worse | +| CartpoleSwingupSparse | 56 | 158 | 271 | 425 | MUCH worse | +| AcrobotSwingup | 31 | 63 | 173 | 220 | MUCH worse | + +**CONCLUSION**: Multi-unroll adds no benefit over single-unroll for any env by `strength` metric. +The `final_strength` improvements for Finger tasks are offset by `strength` regressions. +Root cause: stale old_net (480 vs 30 steps between copies) makes policy ratio less accurate. +**Spec reverted to single-unroll (num_unrolls=1)**. Multi-unroll code preserved in ppo.py. + +**Wave E results (multi-unroll + Brax hyperparameters — ALL worse):** + +Brax-matched spec (clip_eps=0.3, constant LR, 5-layer value, reward_scale=10, minibatch=30720) +hurt every env except HopperStand (which used wrong spec before). Reverted. + +**Wave C completed results** (all reward_scale=10, divide by 10 for true score): + +| Run | Env | strength/10 | final_strength/10 | total_reward_ma/10 | Target | vs Old | +|---|---|---|---|---|---|---| +| p5-ppo7-cartpoleswingup | CartpoleSwingup | 556.6 | 670.5 | 705.3 | 800 | 443→557 ✅ improved | +| p5-ppo7-fingerturneasy | FingerTurnEasy | 511.1 | 693.2 | 687.0 | 950 | 571→511 ❌ **WORSE** | +| p5-ppo7-fingerturnhard | FingerTurnHard | 321.9 | 416.8 | 425.2 | 950 | 484→322 ❌ **WORSE** | +| p5-ppo7-cartpoleswingupsparse2 | CartpoleSwingupSparse | 144.0 | 360.6 | 337.7 | 425 | 271→144 ❌ **WORSE** | + +**KEY FINDING**: time_horizon=480 helps CartpoleSwingup (+25%) but HURTS FingerTurn (-30 to -50%) and CartpoleSwingupSparse (-47%). Long GAE horizons produce noisy advantage estimates for precision/sparse tasks. The official Brax approach is 16×30-step unrolls (short GAE per unroll), NOT 1×480-step unroll. + +--- + +## Spec Changes Applied (2026-03-13) + +### Fix 1: reward_scale=10.0 (matches official mujoco_playground) +- `playground.py`: `PlaygroundVecEnv` now multiplies rewards by `self._reward_scale` +- `__init__.py`: threads `reward_scale` from env spec to wrapper +- `ppo_playground.yaml`: `reward_scale: 10.0` in shared `_env` anchor + +### Fix 2: Revert minibatch_size 2048→4096 (fixes CartpoleSwingup regression) +- `ppo_playground.yaml`: all DM Control specs (ppo_playground, fingerspin, pendulum) now use minibatch_size=4096 +- 15 minibatches × 16 epochs = 240 grad steps (was 30×16=480) +- Restores p5-ppo5 performance for CartpoleSwingup (803 vs 443) + +### Fix 3: Brax-matched spec (commit 6eb08fe9) — time_horizon=480, clip_eps=0.3, constant LR, 5-layer value net +- Increased time_horizon from 30→480 to match total data per update (983K transitions) +- clip_eps 0.2→0.3, constant LR (min_factor=1.0), 5-layer [256×5] value net +- action std upper bound raised (max=2.0 in policy_util.py) +- **Result**: CartpoleSwingup improved (443→557 strength), but FingerTurn and CartpoleSwingupSparse got WORSE +- **Root cause**: 1×480-step unroll computes GAE over 480 steps (noisy), vs official 16×30-step unrolls (short, accurate GAE) + +### Fix 4: ppo_playground_short variant (time_horizon=30 + Brax improvements) +- Keeps: reward_scale=10, clip_eps=0.3, constant LR, 5-layer value net, no grad clipping +- Reverts: time_horizon=30, minibatch_size=4096 (15 minibatches, 240 grad steps) +- **Hypothesis**: Short GAE + other Brax improvements = best of both worlds for precision tasks +- Testing on FingerTurnEasy/Hard first (Wave D p5-ppo8-*) + +### Fix 5: Multi-unroll collection (IMPLEMENTED but NOT USED — code stays, spec reverted) +- Added `num_unrolls` parameter to PPO (ppo.py, actor_critic.py). Code works correctly. +- **Brax-matched spec (Wave E, p5-ppo9)**: clip_eps=0.3, constant LR, 5-layer value, reward_scale=10 + - Result: WORSE on 5/7 tested envs. Only CartpoleSwingup improved (443→506). + - Root cause: minibatch_size=30720 → 7.5x fewer gradient steps per transition → underfitting +- **Reverted spec + multi-unroll (Wave F, p5-ppo10)**: clip_eps=0.2, LR decay, 3-layer value, minibatch=4096 + - Result: Same or WORSE on all envs by `strength` metric. Same fps as single-unroll. + - Training compute per env step is identical, but old_net staleness (480 vs 30 steps) hurts. +- **Conclusion**: Multi-unroll adds complexity without benefit. Reverted spec to single-unroll (num_unrolls=1). + Code preserved in ppo.py (defaults to 1). Spec uses original hyperparameters. + +--- + +## Completed Runs Needing Intake + +### Humanoid (ppo_playground_loco, post log_std fix) — intake immediately + +| Run | HF Folder | strength | target | HF status | +|---|---|---|---|---| +| p5-ppo6-humanoidrun | ppo_playground_loco_humanoidrun_2026_03_12_175917 | 2.78 | 130 | ✅ uploaded | +| p5-ppo6-humanoidwalk | ppo_playground_loco_humanoidwalk_2026_03_12_175817 | 6.82 | 500 | ✅ uploaded | +| p5-ppo6-humanoidstand | ppo_playground_loco_humanoidstand_2026_03_12_175810 | 12.45 | 700 | ❌ **UPLOAD FAILED (412)** — re-upload first | + +Re-upload HumanoidStand: +```bash +source .env && huggingface-cli upload SLM-Lab/benchmark-dev \ + hf_data/data/benchmark-dev/data/ppo_playground_loco_humanoidstand_2026_03_12_175810 \ + data/ppo_playground_loco_humanoidstand_2026_03_12_175810 --repo-type dataset +``` + +**Conclusion**: loco spec still fails completely for Humanoid — log_std fix insufficient. See spec fixes below. + +### BENCHMARKS.md correction needed (commit b6ef49d9 used wrong metric) + +intake-a used `total_reward_ma` instead of `strength`. Fix these 4 entries: + +| Env | Run | strength (correct) | total_reward_ma (wrong) | target | +|---|---|---|---|---| +| AcrobotSwingup | p5-ppo6-acrobotswingup2 | **172.8** | 253.24 | 220 | +| CartpoleBalanceSparse | p5-ppo6-cartpolebalancesparse2 | **545.1** | 991.81 | 700 | +| CartpoleSwingup | p5-ppo6-cartpoleswingup2 | **unknown — extract from logs** | 641.51 | 800 | +| CartpoleSwingupSparse | p5-ppo6-cartpoleswingupsparse | **270.9** | 331.23 | 425 | + +Extract correct values: `dstack logs p5-ppo6-NAME --since 6h 2>&1 | grep "trial_metrics" | tail -1` → use `strength:` field. + +Also check FingerSpin: `dstack logs p5-ppo6-fingerspin2 --since 6h | grep trial_metrics | tail -1` — confirm strength value. + +**Metric decision needed**: strength penalizes slow learners (CartpoleBalanceSparse strength=545 but final MA=992). Consider switching ALL entries to `final_strength`. But this requires auditing every existing entry — do it as a batch before publishing. + +--- + +## Queue (launch when slots open, all 100M) + +| Priority | Env | Spec | Run name | Rationale | +|---|---|---|---|---| +| 1 | PendulumSwingup | ppo_playground_pendulum | p5-ppo6-pendulumswingup | action_repeat=4 + training_epoch=4 (code fix applied) | +| 2 | FingerSpin | ppo_playground_fingerspin | p5-ppo6-fingerspin3 | canonical gamma=0.95 run; fingerspin2 used gamma=0.995 (override silently ignored) | + +--- + +## Full Env Status + +### ✅ Complete (13/25) +| Env | strength | target | normalize_v_targets | +|---|---|---|---| +| CartpoleBalance | 968.23 | 950 | true | +| AcrobotSwingupSparse | 42.74 | 15 | true | +| BallInCup | 942.44 | 680 | true | +| CheetahRun | 865.83 | 850 | true | +| ReacherEasy | 955.08 | 950 | true | +| ReacherHard | 946.99 | 950 | true | +| WalkerRun | 637.80 | 560 | true | +| WalkerStand | 970.94 | 1000 | true | +| WalkerWalk | 952 | 960 | true | +| HopperHop | 22.00 | ~2 | true | +| HopperStand | 118.2 | ~70 | true | +| PendulumSwingup | 533.5 | 395 | **false** | +| FingerSpin | 652.4 | 600 | **false** | + +### ⚠️ Below target (9/25) +| Env | best strength | target | best with | status | +|---|---|---|---|---| +| CartpoleSwingup | 576.1 | 800 | false | Improved +30% from 443 (true) | +| CartpoleBalanceSparse | 545 | 700 | true | Testing false (p5-ppo11) | +| CartpoleSwingupSparse | 296.3 | 425 | false | Improved +9% from 271 (true) | +| AcrobotSwingup | 173 | 220 | true | false=105, regressed | +| FingerTurnEasy | 571 | 950 | true | false=441, regressed | +| FingerTurnHard | 484 | 950 | true | false=336, regressed | +| FishSwim | 463 | 650 | true | Testing false (p5-ppo11) | +| SwimmerSwimmer6 | 509.3 | 560 | true | final_strength=560.6 (at target!) | +| PointMass | 863 | 900 | true | false=854, ~same | + +### ❌ Fundamental failure — Humanoid (3/25) +| Env | best strength | target | diagnosis | +|---|---|---|---| +| HumanoidRun | 3.19 | 130 | <3% target, NormalTanh distribution needed | +| HumanoidWalk | 7.68 | 500 | <2% target, wider policy (2×256) didn't help | +| HumanoidStand | 18.36 | 700 | <3% target, constant LR + wider policy tested, no improvement | + +**Humanoid tested and failed**: wider 2×256 policy + constant LR + vnorm (Wave IV-H). MA stayed flat at 8-10 for HumanoidStand over entire training. Root cause is likely NormalTanh distribution (state-dependent std + tanh squashing) — a fundamental architectural difference from Brax. + +--- + +## Spec Fixes Required + +### Priority 1: Humanoid loco spec (update ppo_playground_loco) + +Official uses `num_envs=8192, time_horizon=20 (unroll_length)` for loco. We use `num_envs=2048, time_horizon=64`. + +**Proposed update to ppo_playground_loco**: +```yaml +ppo_playground_loco: + agent: + algorithm: + gamma: 0.97 + time_horizon: 20 # was 64; official unroll_length=20 + training_epoch: 4 + env: + num_envs: 8192 # was 2048; official loco num_envs=8192 +``` + +**Before launching**: verify VRAM by checking if 8192 envs fits A4500 20GB. Run one Humanoid env, check `dstack logs NAME --since 10m | grep -i "memory\|OOM"` after 5 min. + +**Rerun only**: HumanoidRun, HumanoidWalk, HumanoidStand (3 runs). HopperStand also uses loco spec — add if VRAM confirmed OK. + +### Priority 2: CartpoleSwingup regression + +p5-ppo5 scored 803 ✅; p5-ppo6 scored ~641. The p5-ppo6 change was `minibatch_size: 2048` (30 minibatches) vs p5-ppo5's 4096 (15 minibatches). More gradient steps per iter hurt CartpoleSwingup. + +**Option A**: Revert `ppo_playground` minibatch_size from 2048→4096 (15 minibatches). Rerun only failing DM Control envs (CartpoleSwingup, CartpoleSwingupSparse, + any that need it). + +**Option B**: Accept 641 and note the trade-off — p5-ppo6 improved other envs (CartpoleBalance 968 was already ✅). + +### Priority 3: FingerTurnEasy/Hard + +No official override. At 570/? vs target 950, gap is large. Check: +```bash +grep -A10 "Finger" ~/.cache/uv/archive-v0/ON8dY3irQZTYI3Bok0SlC/mujoco_playground/config/dm_control_suite_params.py +``` + +May need deeper policy network [32,32,32,32] (official arch) vs our [64,64]. + +--- + +## Tuning Principles Learned + +1. **Check official per-env overrides first**: `dm_control_suite_params.py` has `discounting`, `action_repeat`, `num_updates_per_batch` per env. These are canonical. + +2. **action_repeat** is env-level, not spec-level. Implemented in `playground.py` via `_ACTION_REPEAT` dict. PendulumSwingup→4. Add others as found. + +3. **NaN loss**: `log_std` clamp max=0.5 helps but Humanoid (21 DOF) still has many NaN skips. Rate-limited to log every 10K. If NaN dominates → spec is wrong. + +4. **num_envs scales with task complexity**: Cartpole/Acrobot: 2048 fine. Humanoid locomotion: needs 8192 for rollout diversity. + +5. **time_horizon (unroll_length)**: DM Control official=30, loco official=20. Longer → more correlated rollouts → less diversity per update. Match official. + +6. **Minibatch count**: more minibatches = more gradient steps per batch. Can overfit or slow convergence for simpler envs. 15 minibatches (p5-ppo5) vs 30 (p5-ppo6) — the latter hurt CartpoleSwingup. + +7. **Sparse reward + strength metric**: strength (trajectory mean) severely penalizes sparse/delayed convergence. CartpoleBalanceSparse strength=545 but final MA=992. Resolve metric before publishing. + +8. **High seed variance** (consistency < 0): some seeds solve, some don't → wrong spec, not bad luck. Fix exploration (entropy_coef) or use different spec. + +9. **-s overrides are silently ignored** if the YAML key isn't a `${variable}` placeholder. Always verify overrides took effect via logs: `grep "gamma\|lr\|training_epoch" dstack logs`. + +10. **Loco spec failures**: if loco spec gives <20 on env with target >100, the issue is almost certainly num_envs/time_horizon mismatch vs official, not a fundamental algo failure. + +--- + +## Code Changes This Session + +| Commit | Change | +|---|---| +| `8fe7bc76` | `playground.py`: `_ACTION_REPEAT` lookup for per-env action_repeat. `ppo_playground.yaml`: added `ppo_playground_fingerspin` and `ppo_playground_pendulum` specs. | +| `fb55c2f9` | `base.py`: rate-limit NaN loss warning (every 10K skips). `ppo_playground.yaml`: revert log_frequency 1M→100K. | +| `3f4ede3d` | BENCHMARKS.md: mark HopperHop ✅. | + +--- + +## Resume Commands + +```bash +# Setup +git pull && uv sync --no-default-groups + +# Check jobs +dstack ps + +# Intake a completed run +dstack logs RUN_NAME --since 6h 2>&1 | grep "trial_metrics" | tail -1 +dstack logs RUN_NAME --since 6h 2>&1 | grep -iE "Uploading|benchmark-dev" + +# Pull HF data +source .env && huggingface-cli download SLM-Lab/benchmark-dev \ + --local-dir hf_data/data/benchmark-dev --repo-type dataset \ + --include "data/FOLDER_NAME/*" + +# Plot +uv run slm-lab plot -t "EnvName" -d hf_data/data/benchmark-dev/data -f FOLDER_NAME + +# Launch PendulumSwingup (queue priority 1) +source .env && uv run slm-lab run-remote --gpu \ + slm_lab/spec/benchmark_arc/ppo/ppo_playground.yaml ppo_playground_pendulum train \ + -s env=playground/PendulumSwingup -s max_frame=100000000 -n p5-ppo6-pendulumswingup + +# Launch FingerSpin canonical (queue priority 2) +source .env && uv run slm-lab run-remote --gpu \ + slm_lab/spec/benchmark_arc/ppo/ppo_playground.yaml ppo_playground_fingerspin train \ + -s env=playground/FingerSpin -s max_frame=100000000 -n p5-ppo6-fingerspin3 + +# Launch Humanoid loco (after updating ppo_playground_loco spec to num_envs=8192, time_horizon=20) +source .env && uv run slm-lab run-remote --gpu \ + slm_lab/spec/benchmark_arc/ppo/ppo_playground.yaml ppo_playground_loco train \ + -s env=playground/HumanoidRun -s max_frame=100000000 -n p5-ppo6-humanoidrun2 +``` + +--- + +## CRITICAL CORRECTION (2026-03-13) — Humanoid is DM Control, not Loco + +**Root cause of Humanoid failure**: HumanoidRun/Walk/Stand are registered in `dm_control_suite/__init__.py` — they ARE DM Control envs. We incorrectly ran them with `ppo_playground_loco` (gamma=0.97, 4 epochs, time_horizon=64). + +Official config uses DEFAULT DM Control params for them: discounting=0.995, 2048 envs, lr=1e-3, unroll_length=30, 16 epochs. + +**NaN was never the root cause** — intake-b confirmed NaN skips were 0, 0, 2 in the loco runs. The spec was simply wrong. + +**Fix**: Run all 3 Humanoid envs with `ppo_playground` (DM Control spec). No spec change needed. + +```bash +# Launch with correct spec +source .env && uv run slm-lab run-remote --gpu \ + slm_lab/spec/benchmark_arc/ppo/ppo_playground.yaml ppo_playground train \ + -s env=playground/HumanoidRun -s max_frame=100000000 -n p5-ppo6-humanoidrun2 + +source .env && uv run slm-lab run-remote --gpu \ + slm_lab/spec/benchmark_arc/ppo/ppo_playground.yaml ppo_playground train \ + -s env=playground/HumanoidWalk -s max_frame=100000000 -n p5-ppo6-humanoidwalk2 + +source .env && uv run slm-lab run-remote --gpu \ + slm_lab/spec/benchmark_arc/ppo/ppo_playground.yaml ppo_playground train \ + -s env=playground/HumanoidStand -s max_frame=100000000 -n p5-ppo6-humanoidstand2 +``` + +**HopperStand**: Also a DM Control env. If p5-ppo6-hopperstand (loco spec, 16.38) is below target, rerun with `ppo_playground`. + +**Do NOT intake** the loco-spec Humanoid runs (2.78/6.82/12.45) — wrong spec, not valid benchmark results. The old ppo_playground runs (2.86/3.73) were also wrong spec but at least the right family. + +**Updated queue (prepend these as highest priority)**: + +| Priority | Env | Spec | Run name | +|---|---|---|---| +| 0 | HumanoidRun | ppo_playground | p5-ppo6-humanoidrun2 | +| 0 | HumanoidWalk | ppo_playground | p5-ppo6-humanoidwalk2 | +| 0 | HumanoidStand | ppo_playground | p5-ppo6-humanoidstand2 | +| 0 | HopperStand | ppo_playground | p5-ppo6-hopperstand2 (if loco result ⚠️) | + +Note on loco spec (`ppo_playground_loco`): only for actual locomotion robot envs (Go1, G1, BerkeleyHumanoid, etc.) — NOT for DM Control Humanoid. + +--- + +## METRIC CORRECTION (2026-03-13) — strength vs final_strength + +**Problem**: `strength` = trajectory-averaged mean over entire run. For slow-rising envs this severely underrepresents end-of-training performance. After metric correction to `strength`: + +| Env | strength | total_reward_ma | target | conclusion | +|---|---|---|---|---| +| CartpoleSwingup | **443.0** | 641.51 | 800 | Massive regression from p5-ppo5 (803). Strength 443 << 665 (65M result) — curve rises but slow start drags average down | +| CartpoleBalanceSparse | **545.1** | 991.81 | 700 | Hits target by end (final MA=992) but sparse reward delays convergence | +| AcrobotSwingup | **172.8** | 253.24 | 220 | Below target by strength, above by final MA | +| CartpoleSwingupSparse | **270.9** | 331.23 | 425 | Below both metrics | + +**Resolution needed**: Reference scores from mujoco_playground are end-of-training values, not trajectory averages. `final_strength` (= last eval MA) is the correct comparison metric. **Recommend switching BENCHMARKS.md score column to `final_strength`** and audit all existing entries. + +**CartpoleSwingup regression** is real regardless of metric: p5-ppo5 `final_strength` would be ~800+, p5-ppo6 `total_reward_ma`=641. The p5-ppo6 minibatch change (2048→30 minibatches) hurt CartpoleSwingup convergence speed. Fix: revert `ppo_playground` minibatch_size to 4096 (15 minibatches) — OR accept and investigate if CartpoleSwingup needs its own spec variant. + +--- + +## Next Architectural Changes + +Research-based prioritized list of changes NOT yet tested. Ordered by expected impact across the most envs. Wave I (5-layer value + no grad clip) is currently running — results pending. + +### Priority 1: NormalTanhDistribution (tanh-squashed actions) + +**Expected impact**: HIGH — affects FingerTurnEasy/Hard, FishSwim, Humanoid, CartpoleSwingup +**Implementation complexity**: MEDIUM (new distribution class + policy_util changes) +**Envs helped**: All continuous-action envs, especially precision/manipulation tasks + +**What Brax does differently**: Brax uses `NormalTanhDistribution` — samples from `Normal(loc, scale)`, then applies `tanh` to bound actions to [-1, 1]. The log-probability includes a log-det-jacobian correction: `log_prob -= log(1 - tanh(x)^2)`. The scale is parameterized as `softplus(raw_scale) + 0.001` (state-dependent, output by the network). + +**What SLM-Lab does**: Raw `Normal(loc, scale)` with state-independent `log_std` as an `nn.Parameter`. Actions can exceed [-1, 1] and are silently clipped by the environment. The log-prob does NOT account for this clipping, creating a mismatch between the distribution the agent thinks it's using and the effective action distribution. + +**Why this matters**: +1. **Gradient quality**: Without jacobian correction, the policy gradient is biased. Actions near the boundary (common in precise manipulation like FingerTurn) have incorrect log-prob gradients. The agent cannot learn fine boundary control. +2. **Exploration**: State-dependent std allows the agent to be precise where it's confident and exploratory where uncertain. State-independent std forces uniform exploration across all states — wasteful for tasks requiring both coarse and fine control. +3. **FingerTurn gap (571/950 = 60%)**: FingerTurn requires precise angular positioning of a fingertip. Without tanh squashing, actions at the boundary are clipped but the log-prob doesn't reflect this — the policy "thinks" it's outputting different actions that are actually identical after clipping. This prevents learning fine-grained control near action limits. +4. **Humanoid gap (<3%)**: 21 DOF with high-dimensional action space. State-independent std means all joints explore equally. Humanoid needs to stabilize torso (low variance) while exploring leg movement (high variance) — impossible with shared std. + +**Implementation plan**: +1. Add `NormalTanhDistribution` class in `slm_lab/lib/distribution.py`: + - Forward: `action = tanh(Normal(loc, scale).rsample())` + - log_prob: `Normal.log_prob(atanh(action)) - log(1 - action^2 + eps)` + - entropy: approximate (no closed form for tanh-Normal) +2. Modify `policy_util.init_action_pd()` to handle the new distribution +3. Remove `log_std_init` for playground specs — let the network output both mean and std (state-dependent) +4. Network change: policy output dim doubles (mean + raw_scale per action dim) + +**Risk**: Medium. Tanh squashing changes gradient dynamics significantly. Need to validate on already-solved envs (CartpoleBalance, WalkerRun) to ensure no regression. Can gate behind a spec flag (`action_pdtype: NormalTanh`). + +--- + +### Fix 6: Constant LR variants + Humanoid variant (commit pending) + +Added three new spec variants to `ppo_playground.yaml`: +- `ppo_playground_constlr`: DM Control + constant LR + minibatch_size=4096. For envs where vnorm=false works. +- `ppo_playground_vnorm_constlr`: DM Control + vnorm + constant LR + minibatch_size=2048. For precision envs. +- `ppo_playground_humanoid`: 2×256 policy + constant LR + vnorm. For Humanoid DM Control envs. + +--- + +### Priority 2: Constant LR (remove LinearToMin decay) + +**Expected impact**: MEDIUM — affects all envs, especially long-training ones +**Implementation complexity**: TRIVIAL (spec-only change) +**Envs helped**: CartpoleSwingup, CartpoleSwingupSparse, FingerTurnEasy/Hard, FishSwim + +**What Brax does**: Constant LR = 1e-3 for all DM Control envs. No decay. + +**What SLM-Lab does**: `LinearToMin` decay from 1e-3 to 3.3e-5 (min_factor=0.033) over the full training run. + +**Why this matters**: By the midpoint of training, SLM-Lab's LR is already at ~5e-4 — half the Brax LR. By 75% of training, it's at ~2.7e-4. For envs that converge late (CartpoleSwingup, FishSwim), the LR is too low during the critical learning phase. Brax maintains full learning capacity throughout. + +**This was tested as part of the Brax hyperparameter bundle (Wave E) which was ALL worse**, but that test changed 4 things simultaneously (clip_eps=0.3 + constant LR + 5-layer value + reward_scale=10). The constant LR was never tested in isolation. + +**Implementation**: Set `min_factor: 1.0` in spec (or remove `lr_scheduler_spec` entirely). + +**Risk**: Low. Constant LR is the Brax default and widely used. If instability occurs late in training, a gentler decay (`min_factor: 0.3`) can be used as fallback. + +--- + +### Priority 3: Clip epsilon 0.3 (from 0.2) + +**Expected impact**: MEDIUM — affects all envs +**Implementation complexity**: TRIVIAL (spec-only change) +**Envs helped**: FingerTurnEasy/Hard, FishSwim, CartpoleSwingup (tasks needing faster policy adaptation) + +**What Brax does**: `clipping_epsilon=0.3` for DM Control. + +**What SLM-Lab does**: `clip_eps=0.2`. + +**Why this matters**: Clip epsilon 0.2 constrains the policy ratio to [0.8, 1.2]. At 0.3, it's [0.7, 1.3] — allowing 50% larger policy updates per step. For envs that need to explore widely before converging (FingerTurn, FishSwim), the tighter constraint slows learning. + +**This was tested in the Brax bundle (Wave E) alongside 3 other changes — all worse together.** Never tested in isolation or with just constant LR. + +**Implementation**: Change `start_val: 0.2` to `start_val: 0.3` in `clip_eps_spec`. + +**Risk**: Low-medium. Larger clip_eps can cause training instability with small batches. However, with our 61K batch (2048 envs * 30 steps), it should be safe. If combined with constant LR (#2), the compounding effect should be tested carefully. + +--- + +### Priority 4: Per-env tuning for FingerTurn (if P1-P3 insufficient) + +**Expected impact**: HIGH for FingerTurn specifically +**Implementation complexity**: LOW (spec variant) +**Envs helped**: FingerTurnEasy, FingerTurnHard only + +If NormalTanh + constant LR + clip_eps=0.3 don't close the FingerTurn gap (currently 60% and 51% of target), try: + +1. **Lower gamma (0.99 → 0.95)**: FingerSpin uses gamma=0.95 officially. FingerTurn may benefit from shorter horizon discounting since reward is instantaneous (current angle vs target). Lower gamma reduces value function complexity. + +2. **Smaller policy network**: Brax DM Control uses `(32, 32, 32, 32)` — our `(64, 64)` may over-parameterize for manipulation tasks. Try `(32, 32, 32, 32)` to match exactly. + +3. **Higher entropy coefficient**: FingerTurn has a narrow solution manifold. Increasing entropy from 0.01 to 0.02 would encourage broader exploration of finger positions. + +--- + +### Priority 5: Humanoid-specific — num_envs=8192 + +**Expected impact**: HIGH for Humanoid specifically +**Implementation complexity**: TRIVIAL (spec-only) +**Envs helped**: HumanoidStand, HumanoidWalk, HumanoidRun + +**Current situation**: Humanoid was incorrectly run with loco spec (gamma=0.97, 4 epochs). The correction to DM Control spec (gamma=0.995, 16 epochs) is being tested in Wave I (p5-ppo13). However, even with correct spec, the standard 2048 envs may be insufficient. + +**Why num_envs matters for Humanoid**: 21 DOF, 67-dim observations. With 2048 envs and time_horizon=30, the batch is 61K transitions — each containing a narrow slice of the 21-DOF state space. Humanoid needs more diverse rollouts to learn coordinated multi-joint control. Brax's effective batch of 983K transitions provides 16x more state-space coverage per update. + +**Since we can't easily get 16x more data per update**, increasing num_envs from 2048 to 4096 or 8192 doubles/quadruples rollout diversity. Combined with NormalTanh (state-dependent std for per-joint exploration), this could be sufficient. + +**VRAM concern**: 8192 envs may exceed A4500 20GB. Test with a quick 1M frame run first. Fallback: 4096 envs. + +--- + +### NOT recommended (already tested, no benefit) + +| Change | Wave | Result | Why it failed | +|---|---|---|---| +| normalize_v_targets: false | G/G2 | Mixed (helps 5, hurts 6) | Already per-env split in spec | +| Multi-unroll (num_unrolls=16) | F | Same or worse by strength | Stale old_net (480 vs 30 steps between copies) | +| Brax hyperparameter bundle (clip_eps=0.3 + constant LR + 5-layer value + reward_scale=10) | E | All worse | Confounded — 4 changes at once. Individual effects unknown except for reward_scale (helps) | +| time_horizon=480 (single long unroll) | C | Helps CartpoleSwingup, hurts FingerTurn | 480-step GAE is noisy for precision tasks | +| 5-layer value + no grad clip | III | Only helped CartpoleSwingup slightly | Hurt AcrobotSwingup, FishSwim; not general | +| NormalTanh distribution | II | Abandoned | Architecturally incompatible — SLM-Lab stores post-tanh actions, atanh inversion unstable | +| vnorm=true rerun (reverted spec) | IV | All worse or same | No new information — variance rerun | +| 4×32 Brax policy + constant LR + vnorm | VI | All worse | FingerTurnEasy 408 (vs 571), FingerTurnHard 244 (vs 484), FishSwim 106 (vs 463) | +| Humanoid wider 2×256 + constant LR + vnorm | IV-H | No improvement | MA flat at 8-10 for all 3 Humanoid envs; NormalTanh is root cause | + +### Currently testing + +### Wave V-B completed results (constant LR) + +| Env | strength | final_strength | Old best | Verdict | +|---|---|---|---|---| +| PointMass | 841.3 | 877.3 | 863.5 | ❌ strength lower | +| **SwimmerSwimmer6** | **517.3** | 585.7 | 509.3 | ✅ NEW BEST (+1.6%) | +| FishSwim | 434.6 | 550.8 | 463.0 | ❌ strength lower (final much better) | + +### Wave VII completed results (clip_eps=0.3 + constant LR) + +| Env | strength | final_strength | Old best | Verdict | +|---|---|---|---|---| +| FingerTurnEasy | 518.0 | 608.8 | 570.9 | ❌ strength lower (final much better, but slow start drags average) | +| FingerTurnHard | 401.7 | 489.7 | 484.1 | ❌ strength lower (same pattern) | +| **FishSwim** | **476.9** | 581.4 | 463.0 | ✅ NEW BEST (+3%) | + +**Key insight**: clip_eps=0.3 produces higher final performance but worse trajectory-averaged strength. The wider clip allows bigger policy updates which increases exploration early (slower convergence) but reaches higher asymptotic performance. The strength metric penalizes late bloomers. + +### Wave V completed results + +| Env | strength | final_strength | Old best | Verdict | +|---|---|---|---|---| +| CartpoleSwingup | **606.5** | 702.6 | 576.1 | ✅ NEW BEST (+5%) | +| CartpoleSwingupSparse | **383.7** | 536.2 | 296.3 | ✅ NEW BEST (+29%) | +| CartpoleBalanceSparse | **757.9** | 993.0 | 690.4 | ✅ NEW BEST (+10%) | +| AcrobotSwingup | 161.2 | 246.9 | 172.8 | ❌ strength lower (final_strength much better but trajectory avg worse due to slow start) | + +**Key insight**: Constant LR is the single most impactful change found. LR decay from 1e-3 to 3.3e-5 was hurting late-converging envs. CartpoleBalanceSparse went from 690→993 (final_strength), effectively solved. + +### Completed waves + +**Wave VI** (p5-ppo18): 4×32 Brax policy — **STOPPED, all underperformed**. FingerTurnEasy MA 408, FingerTurnHard MA 244, FishSwim MA 106. All below old bests. + +**Wave IV-H** (p5-ppo16h): Humanoid wider 2×256 + constant LR + vnorm — all flat at MA 8-10. + +### Next steps after Wave VII + +1. **Humanoid num_envs=4096/8192** — only major gap remaining after Wave VII +2. **Consider constant LR + clip_eps=0.3 as new general default** if results hold across envs + +### Key Brax architecture differences (from source code analysis) + +| Parameter | Brax Default | SLM-Lab | Impact | +|---|---|---|---| +| Policy | 4×32 (deeper, narrower) | 2×64 | **Testable via spec** | +| Value | 5×256 | 3×256 | Tested Wave III — no help | +| Distribution | tanh_normal | Normal | **Cannot test** (architectural incompatibility) | +| Init | lecun_uniform | orthogonal_ | Would need code change | +| State-dep std | False (scalar) | False (nn.Parameter) | Similar | +| Activation | swish (SiLU) | SiLU | ✅ Match | +| clipping_epsilon | 0.3 | 0.2 | **Testable via spec** | +| num_minibatches | 32 | 15-30 | Close enough | +| num_unrolls | 16 (implicit) | 1 | Tested Wave F — stale old_net hurts | diff --git a/docs/plots/AcrobotSwingupSparse_multi_trial_graph_mean_returns_ma_vs_frames.png b/docs/plots/AcrobotSwingupSparse_multi_trial_graph_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..ca1cb681ec1d71e38c98887d1f85d21111f71ae3 GIT binary patch literal 80554 zcmeEuXIN8N_pf4*ASxhDP&!Bll`0T0iXb2$y@P_%i%1Vmf`WhnrAiBtUIavX2@Fb8 zTId~=-Vq2OgmQPBnRn)$x%atW?(^I){||DqJtzC@z4ofVwN^s!t1F#5!*u4vi4*6P z?<#1WIB{x$_z!v-{Eu3C-^_^-> zn{klcmk;jgJW+aivFQcdl{Hl{8#x*j`#f~w-YBJ8s6okr+Eb1oo-wTDL$o+dyPoAAXuHC!3+Y#QtQsZB z2l&_IWwZQsE`f}Ik=-bvH`(4m!kW@nN6PGtMiD+fjvG@=p$^VNijI?Y<3}r9NAG?2 zX5-DBL=fHKpC(vpmY-H7JC2loDR&yTOOkXhXO{688mn?$eSQ0U@oh?2=|M|bJnd3_ z#iW1D;)}4azy0?Z=LAaa{;B8NI8Cw+0TQ9G`kH+ULpqP&$&Acq0Ry8)}m2dT%}>YwV5 z3H77VsRuLnmG@>v0&I!*SXJ5uU_ac8d{RuGG?2bq3R~iU!1zCYPfdF6Pg_@JLjFr! 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