From 55e64eafb439278cb5fef4113f7ab13b617c2f67 Mon Sep 17 00:00:00 2001 From: Kamal Rajan Israni Date: Fri, 19 Dec 2025 13:22:42 +0000 Subject: [PATCH 1/4] Dueling DQN implementation added --- Env implementation.ipynb | 929 +++++++++++++++++++++++++++++++++++++++ dueling-dqn-sma.zip | Bin 0 -> 288023 bytes dueling_dqn.py | 408 +++++++++++++++++ 3 files changed, 1337 insertions(+) create mode 100644 Env implementation.ipynb create mode 100644 dueling-dqn-sma.zip create mode 100644 dueling_dqn.py diff --git a/Env implementation.ipynb b/Env implementation.ipynb new file mode 100644 index 0000000..ff727ad --- /dev/null +++ b/Env implementation.ipynb @@ -0,0 +1,929 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 14, + "id": "d782b3e7-70da-4b64-9433-ad37e9024052", + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import sys\n", + "import gym4real\n", + "import gymnasium as gym\n", + "from gymnasium import spaces\n", + "from gym4real.envs.wds.utils import parameter_generator\n", + "import wntr\n", + "import wntr.sim\n", + "from gym4real.envs.wds.reward_scaling_wrapper import RewardScalingWrapper\n", + "from dueling_dqn import DQN_Implementation, Double_DQN_Implementation, Dueling_DQN_Implementation" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "2fc21950-b80c-483a-92ba-f516048d13bd", + "metadata": {}, + "outputs": [], + "source": [ + "config_path = os.path.join(os.getcwd(), \"gym4real\", \"envs\", \"wds\", \"world_anytown.yaml\")" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "e9145afc-58a2-4c2e-a830-ce90638e41d9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/Users/kamalrajanisrani/Documents/MSc Advanced Machine Learning/Semester 1/Reinforcement Learning/gym4ReaL/gym4real/envs/wds/world_anytown.yaml'" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "config_path" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "16c71143-c3da-46b0-bb54-3507d283ef9a", + "metadata": {}, + "outputs": [], + "source": [ + "base_params = parameter_generator(\n", + " hydraulic_step=3600,\n", + " duration=604800,\n", + " seed=42,\n", + " world_options=config_path)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "c631e482-afc9-4577-ab5c-b4144860d3e4", + "metadata": {}, + "outputs": [], + "source": [ + "# Environment using SMA\n", + "base_params['demand_moving_average'] = True # Turn on SMA \n", + "base_params['demand_exp_moving_average'] = False # Turn off EMA " + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "88dfc98b-d0ef-475d-a522-cd25478418d3", + "metadata": {}, + "outputs": [], + "source": [ + "def make_env():\n", + " env = gym.make('gym4real/wds-v0', settings=base_params)\n", + " env = RewardScalingWrapper(env)\n", + " \n", + " return env" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "992a51a0-e773-4a28-8aa3-00ab6b59799f", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/rl-env/lib/python3.12/site-packages/gymnasium/spaces/box.py:235: UserWarning: \u001b[33mWARN: Box low's precision lowered by casting to float32, current low.dtype=float64\u001b[0m\n", + " gym.logger.warn(\n", + "/opt/anaconda3/envs/rl-env/lib/python3.12/site-packages/gymnasium/spaces/box.py:305: UserWarning: \u001b[33mWARN: Box high's precision lowered by casting to float32, current high.dtype=float64\u001b[0m\n", + " gym.logger.warn(\n" + ] + } + ], + "source": [ + "dqn_sma_env = make_env()" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "0b3d6e1c-d1da-449a-96ad-2ceb5c78315d", + "metadata": {}, + "outputs": [], + "source": [ + "dueling_sma_model = Dueling_DQN_Implementation(\n", + " env=dqn_sma_env,\n", + " learning_rate=3e-4,\n", + " tensorboard_log=\"./wds_dueling_logs/\"\n", + ")\n" + ] + }, + { + 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random +from collections import deque +import numpy as np +import os +import io +import zipfile +from torch.utils.tensorboard import SummaryWriter + +# Following code implements a DQN and DDQN agent from scratch +# DDQN Class uses inheritance from original DQN Class +# Uses epsilon decay, more random and exploratory behaviour initially and eventually follows experience + +class Neural_Network(nn.Module): + + # Create Q-Network which takes in states and outputs state-action pairs + def __init__(self, state_dimension, action_dimension, hidden=128): + super(Neural_Network, self).__init__() + self.net = nn.Sequential( + nn.Linear(state_dimension, hidden), + nn.ReLU(), + nn.Linear(hidden, hidden), + nn.ReLU(), + nn.Linear(hidden, action_dimension)) + + # Calculate Forward pass prediction by network + def forward(self, x): + return self.net(x) + +import torch +import torch.nn as nn + +class Dueling_Neural_Network(nn.Module): + """ + Dueling architecture: + Q(s,a) = V(s) + (A(s,a) - mean_a A(s,a)) + """ + def __init__(self, state_dimension, action_dimension, hidden=128): + super(Dueling_Neural_Network, self).__init__() + + # shared feature extractor + self.feature = nn.Sequential( + nn.Linear(state_dimension, hidden), + nn.ReLU(), + nn.Linear(hidden, hidden), + nn.ReLU(), + ) + + # value stream outputs scalar V(s) + self.value_stream = nn.Sequential( + nn.Linear(hidden, hidden), + nn.ReLU(), + nn.Linear(hidden, 1), + ) + + # advantage stream outputs A(s,a) for each action + self.adv_stream = nn.Sequential( + nn.Linear(hidden, hidden), + nn.ReLU(), + nn.Linear(hidden, action_dimension), + ) + + def forward(self, x): + features = self.feature(x) + values = self.value_stream(features) # shape: (B, 1) + advantages = self.adv_stream(features) # shape: (B, A) + + # subtract mean advantage for identifiability + advantages = advantages - advantages.mean(dim=1, keepdim=True) + + q_values = values + advantages # broadcast (B,1) + (B,A) + return q_values + + +class Replay_Buffer: + + # Initialise buffer to have max size N. Any new experiences will replace old experiences if N > max_size + def __init__(self, N): + self.buffer = deque(maxlen=N) + + # Add experience to replay buffer + def store_experience(self, state, action, reward, next_state, done): + self.buffer.append((state, action, reward, next_state, done)) + + # Create random sample batch of experience from replay buffer (size = bath_size) + def mini_batch(self, batch_size): + batch = random.sample(self.buffer, batch_size) + state, action, reward, next_state, done = zip(*batch) + return (np.array(state), np.array(action), np.array(reward), np.array(next_state), np.array(done)) + + def __len__(self): + return len(self.buffer) + +class DQN_Implementation: + + def __init__(self, env, learning_rate=3e-4, buffer_size=50000, batch_size=64, gamma=0.99, tensorboard_log=None): + # Initialise parameters env, lr, batch_size, gamma and tensorboard_logs for metrics + # Buffer Size of 50000 allows for more episodes to be stored, helps with learning unexpected events + self.env = env + self.learning_rate = learning_rate + self.buffer_size= buffer_size + self.batch_size = batch_size + self.gamma = gamma + self.tensorboard_log = tensorboard_log + + # Hyperparameters, using epsilon decay to improve learning over episodes + # Initially agent acts completely random, as training increases follows optimal policy as experience increases + self.epsilon = 1.0 + self.end_epsilon = 0.05 + self.decay_rate = 0.005 + self.update_frequency = 1000 + self.steps_completed = 0 + + self.experience_memory = Replay_Buffer(buffer_size) # Initialise Replay Buffer + + self.state_dimension = env.observation_space.shape[0] # State Space Dimension + self.action_dimension = env.action_space.n # Action Space Dimension + + self.policy_network = Neural_Network(self.state_dimension, self.action_dimension) # Initialise policy action-value network + self.target_network = Neural_Network(self.state_dimension, self.action_dimension) # Initialise target action-value network + + self.target_network.load_state_dict(self.policy_network.state_dict()) # target network has same initial parmaeters as policy network + self.target_network.eval() + + self.optim = optim.Adam(self.policy_network.parameters(), lr=self.learning_rate) # Initialise Adam Optimizer for LR + + # Initialise Logging for Tensorboard + self.writer = None + if self.tensorboard_log: + os.makedirs(self.tensorboard_log, exist_ok=True) + self.writer = SummaryWriter(log_dir=self.tensorboard_log) + + def action(self, state): + if random.random() < self.epsilon: # Randomly select action if prob < epsilon + return random.randrange(self.action_dimension) + else: # otherwise choose action to maximise q (epsilon greedy) + with torch.no_grad(): # To improve speed and memory for PyTorch + q_values = self.policy_network(torch.FloatTensor(state).unsqueeze(0)) + return q_values.argmax().item() + + def update_network(self): + if len(self.experience_memory) < self.batch_size: + return None + + states, actions, rewards, next_states, dones = self.experience_memory.mini_batch(self.batch_size) + + states = torch.FloatTensor(states) + actions = torch.LongTensor(actions).unsqueeze(1) + rewards = torch.FloatTensor(rewards).unsqueeze(1) + next_states = torch.FloatTensor(next_states) + dones = torch.FloatTensor(dones).unsqueeze(1) + + # Calculate Policy Network Q-Values Q(s, a) + policy_q = self.policy_network(states).gather(1, actions) + + with torch.no_grad(): + # Calculate Target Network Q-Values using Bellman Equation; if terminal state then target_q = rewards + target_q = rewards + (self.gamma * self.target_network(next_states).max(1)[0].unsqueeze(1) * (1 - dones)) + + huber_loss = nn.HuberLoss(delta=1.0)(policy_q, target_q) # We normalise rewards with an upper bound of 1 hence delta of 1.0 + + # Weights only updated for Policy Network using gradient descent, not for Target Network + self.optim.zero_grad() + huber_loss.backward() + self.optim.step() + + return huber_loss.item() + + def learn(self, total_timesteps): + print(f"Train for {total_timesteps} steps") + state, _ = self.env.reset() + episode_reward, episode_count = 0, 0 + + for step in range(1, total_timesteps + 1): + self.steps_completed += 1 + + action = self.action(state) + + next_state, reward, terminated, truncated, _ = self.env.step(action) + episode_reward += reward + + flag = terminated + # Store experience in Replay Buffer + self.experience_memory.store_experience(state, action, reward, next_state, flag) + + state = next_state + + loss_val = self.update_network() + # If episode finishes or terminates after special event (overflow) + if terminated or truncated: + if self.writer: + self.writer.add_scalar("rollout/episode_reward_mean", episode_reward, self.steps_completed) + self.writer.add_scalar("train/epsilon", self.epsilon, self.steps_completed) + + print(f"Step: {self.steps_completed} | Episode Reward: {episode_reward:.3f} | Epsilon: {self.epsilon:.3f}") + + state, _ = self.env.reset() + episode_reward = 0 + episode_count += 1 + + # Epsilon Decay formula + self.epsilon = max(self.end_epsilon, self.epsilon * (1-self.decay_rate)) + + # Every 100 steps add the train/loss value to the log + if loss_val is not None and step % 100 == 0 and self.writer: + self.writer.add_scalar("train/loss", loss_val, self.steps_completed) + + # Every 1000 steps update the target network + if self.steps_completed % self.update_frequency == 0: + self.target_network.load_state_dict(self.policy_network.state_dict()) + + print("Training finished") + if self.writer: + self.writer.flush() + self.writer.close() + + # Save model and .zip file + def save(self, path): + if not path.endswith(".zip"): + path += ".zip" + + print(f"Saving model to {path}") + + buffer = io.BytesIO() + torch.save({ + 'model_state_dictionary': self.policy_network.state_dict(), + 'optimizer_state_dictionary': self.optim.state_dict(), + 'epsilon': self.epsilon}, buffer) + buffer.seek(0) + + with zipfile.ZipFile(path, 'w', zipfile.ZIP_DEFLATED) as zf: + zf.writestr("policy.pth", buffer.read()) + + print("Model saved") + +class Double_DQN_Implementation(DQN_Implementation): + + # Only change required is update_network method when calculating target_q from Bellman Equation + def update_network(self): + if len(self.experience_memory) < self.batch_size: + return None + + states, actions, rewards, next_states, dones = self.experience_memory.mini_batch(self.batch_size) + + states = torch.FloatTensor(states) + actions = torch.LongTensor(actions).unsqueeze(1) + rewards = torch.FloatTensor(rewards).unsqueeze(1) + next_states = torch.FloatTensor(next_states) + dones = torch.FloatTensor(dones).unsqueeze(1) + + # Calculate Policy Network Q-Values Q(s, a) + policy_q = self.policy_network(states).gather(1, actions) + + with torch.no_grad(): + # Difference between DQN and DDQN + # Select best actions from policy network, calculate target_q values with these action from the target network + best_next_actions = self.policy_network(next_states).argmax(1).unsqueeze(1) + target_q = rewards + (self.gamma * self.target_network(next_states).gather(1, best_next_actions) * (1 - dones)) + + huber_loss = nn.HuberLoss(delta=1.0)(policy_q, target_q) # We normalise rewards with an upper bound of 1 hence delta of 1.0 + + # Weights only updated for Policy Network using gradient descent, not for Target Network + self.optim.zero_grad() + huber_loss.backward() + self.optim.step() + + return huber_loss.item() + + +class Dueling_DQN_Implementation: + + def __init__(self, env, learning_rate=3e-4, buffer_size=50000, batch_size=64, + gamma=0.99, tensorboard_log=None, hidden=128): + + self.env = env + self.learning_rate = learning_rate + self.buffer_size = buffer_size + self.batch_size = batch_size + self.gamma = gamma + self.tensorboard_log = tensorboard_log + + # epsilon scheduling (same as yours) + self.epsilon = 1.0 + self.end_epsilon = 0.05 + self.decay_rate = 0.005 + self.update_frequency = 1000 + self.steps_completed = 0 + + # replay buffer (reuse your Replay_Buffer class) + self.experience_memory = Replay_Buffer(buffer_size) + + self.state_dimension = env.observation_space.shape[0] + self.action_dimension = env.action_space.n + + # dueling networks + self.policy_network = Dueling_Neural_Network(self.state_dimension, self.action_dimension, hidden=hidden) + self.target_network = Dueling_Neural_Network(self.state_dimension, self.action_dimension, hidden=hidden) + + self.target_network.load_state_dict(self.policy_network.state_dict()) + self.target_network.eval() + + self.optim = optim.Adam(self.policy_network.parameters(), lr=self.learning_rate) + + # Tensorboard + self.writer = None + if self.tensorboard_log: + os.makedirs(self.tensorboard_log, exist_ok=True) + self.writer = SummaryWriter(log_dir=self.tensorboard_log) + + def action(self, state): + if random.random() < self.epsilon: + return random.randrange(self.action_dimension) + else: + with torch.no_grad(): + q_values = self.policy_network(torch.FloatTensor(state).unsqueeze(0)) + return q_values.argmax().item() + + def update_network(self): + if len(self.experience_memory) < self.batch_size: + return None + + states, actions, rewards, next_states, dones = self.experience_memory.mini_batch(self.batch_size) + + states = torch.FloatTensor(states) + actions = torch.LongTensor(actions).unsqueeze(1) + rewards = torch.FloatTensor(rewards).unsqueeze(1) + next_states = torch.FloatTensor(next_states) + dones = torch.FloatTensor(dones).unsqueeze(1) + + # Q(s,a) from policy net + policy_q = self.policy_network(states).gather(1, actions) + + with torch.no_grad(): + # vanilla DQN target (max over target net) + next_q_max = self.target_network(next_states).max(1)[0].unsqueeze(1) + target_q = rewards + (self.gamma * next_q_max * (1 - dones)) + + huber_loss = nn.HuberLoss(delta=1.0)(policy_q, target_q) + + self.optim.zero_grad() + huber_loss.backward() + self.optim.step() + + return huber_loss.item() + + def learn(self, total_timesteps): + print(f"Train for {total_timesteps} steps") + state, _ = self.env.reset() + episode_reward = 0 + + for step in range(1, total_timesteps + 1): + self.steps_completed += 1 + + act = self.action(state) + next_state, reward, terminated, truncated, _ = self.env.step(act) + + episode_reward += reward + + done_flag = terminated + self.experience_memory.store_experience(state, act, reward, next_state, done_flag) + + state = next_state + + loss_val = self.update_network() + + if terminated or truncated: + if self.writer: + self.writer.add_scalar("rollout/episode_reward_mean", episode_reward, self.steps_completed) + self.writer.add_scalar("train/epsilon", self.epsilon, self.steps_completed) + + print(f"Step: {self.steps_completed} | Episode Reward: {episode_reward:.3f} | Epsilon: {self.epsilon:.3f}") + + state, _ = self.env.reset() + episode_reward = 0 + + self.epsilon = max(self.end_epsilon, self.epsilon * (1 - self.decay_rate)) + + if loss_val is not None and step % 100 == 0 and self.writer: + self.writer.add_scalar("train/loss", loss_val, self.steps_completed) + + if self.steps_completed % self.update_frequency == 0: + self.target_network.load_state_dict(self.policy_network.state_dict()) + + print("Training finished") + if self.writer: + self.writer.flush() + self.writer.close() + + def save(self, path): + if not path.endswith(".zip"): + path += ".zip" + + print(f"Saving model to {path}") + + buffer = io.BytesIO() + torch.save({ + 'model_state_dictionary': self.policy_network.state_dict(), + 'optimizer_state_dictionary': self.optim.state_dict(), + 'epsilon': self.epsilon + }, buffer) + buffer.seek(0) + + with zipfile.ZipFile(path, 'w', zipfile.ZIP_DEFLATED) as zf: + zf.writestr("policy.pth", buffer.read()) + + print("Model saved") From 35bc3a142db956d01ea34c612fe6ec5450af36ac Mon Sep 17 00:00:00 2001 From: Kamal Rajan Israni Date: Fri, 19 Dec 2025 13:28:14 +0000 Subject: [PATCH 2/4] dueling_dqn updated --- dueling_dqn.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/dueling_dqn.py b/dueling_dqn.py index c1c51d0..4e53808 100644 --- a/dueling_dqn.py +++ b/dueling_dqn.py @@ -281,20 +281,20 @@ def __init__(self, env, learning_rate=3e-4, buffer_size=50000, batch_size=64, self.gamma = gamma self.tensorboard_log = tensorboard_log - # epsilon scheduling (same as yours) + self.epsilon = 1.0 self.end_epsilon = 0.05 self.decay_rate = 0.005 self.update_frequency = 1000 self.steps_completed = 0 - # replay buffer (reuse your Replay_Buffer class) + self.experience_memory = Replay_Buffer(buffer_size) self.state_dimension = env.observation_space.shape[0] self.action_dimension = env.action_space.n - # dueling networks + self.policy_network = Dueling_Neural_Network(self.state_dimension, self.action_dimension, hidden=hidden) self.target_network = Dueling_Neural_Network(self.state_dimension, self.action_dimension, hidden=hidden) @@ -303,7 +303,7 @@ def __init__(self, env, learning_rate=3e-4, buffer_size=50000, batch_size=64, self.optim = optim.Adam(self.policy_network.parameters(), lr=self.learning_rate) - # Tensorboard + self.writer = None if self.tensorboard_log: os.makedirs(self.tensorboard_log, exist_ok=True) @@ -329,7 +329,7 @@ def update_network(self): next_states = torch.FloatTensor(next_states) dones = torch.FloatTensor(dones).unsqueeze(1) - # Q(s,a) from policy net + policy_q = self.policy_network(states).gather(1, actions) with torch.no_grad(): From 502ad64e6c15ca084fc999e41f77d13c64f001c9 Mon Sep 17 00:00:00 2001 From: Kamal Rajan Israni Date: Tue, 30 Dec 2025 14:55:38 +0000 Subject: [PATCH 3/4] Distributional DQN uploaded with Normalisation --- Env implementation.ipynb | 708 ++++++++--------------- Normalise.py | 94 +++ distributional-dqn-normalisation-ema.zip | Bin 0 -> 492675 bytes distributional-dqn-normalisation-sma.zip | Bin 0 -> 500648 bytes dueling-dqn-normalisation-ema.zip | Bin 0 -> 434834 bytes dueling-dqn-normalisation-sma.zip | Bin 0 -> 443206 bytes dueling_dqn.py | 254 ++++++++ 7 files changed, 576 insertions(+), 480 deletions(-) create mode 100644 Normalise.py create mode 100644 distributional-dqn-normalisation-ema.zip create mode 100644 distributional-dqn-normalisation-sma.zip create mode 100644 dueling-dqn-normalisation-ema.zip create mode 100644 dueling-dqn-normalisation-sma.zip diff --git a/Env implementation.ipynb b/Env implementation.ipynb index ff727ad..7693985 100644 --- a/Env implementation.ipynb +++ b/Env implementation.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 14, + "execution_count": 7, "id": "d782b3e7-70da-4b64-9433-ad37e9024052", "metadata": {}, "outputs": [], @@ -16,12 +16,13 @@ "import wntr\n", "import wntr.sim\n", "from gym4real.envs.wds.reward_scaling_wrapper import RewardScalingWrapper\n", - "from dueling_dqn import DQN_Implementation, Double_DQN_Implementation, Dueling_DQN_Implementation" + "from dueling_dqn import DQN_Implementation, Double_DQN_Implementation, Dueling_DQN_Implementation, Distributional_DQN_Implementation\n", + "from Normalise import NormaliseObservation" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 8, "id": "2fc21950-b80c-483a-92ba-f516048d13bd", "metadata": {}, "outputs": [], @@ -31,7 +32,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 9, "id": "e9145afc-58a2-4c2e-a830-ce90638e41d9", "metadata": {}, "outputs": [ @@ -41,7 +42,7 @@ "'/Users/kamalrajanisrani/Documents/MSc Advanced Machine Learning/Semester 1/Reinforcement Learning/gym4ReaL/gym4real/envs/wds/world_anytown.yaml'" ] }, - "execution_count": 16, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -52,7 +53,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 10, "id": "16c71143-c3da-46b0-bb54-3507d283ef9a", "metadata": {}, "outputs": [], @@ -66,7 +67,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 11, "id": "c631e482-afc9-4577-ab5c-b4144860d3e4", "metadata": {}, "outputs": [], @@ -78,7 +79,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 12, "id": "88dfc98b-d0ef-475d-a522-cd25478418d3", "metadata": {}, "outputs": [], @@ -86,13 +87,13 @@ "def make_env():\n", " env = gym.make('gym4real/wds-v0', settings=base_params)\n", " env = RewardScalingWrapper(env)\n", - " \n", + " env = NormaliseObservation(env)\n", " return env" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 13, "id": "992a51a0-e773-4a28-8aa3-00ab6b59799f", "metadata": {}, "outputs": [ @@ -113,21 +114,38 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 12, "id": "0b3d6e1c-d1da-449a-96ad-2ceb5c78315d", "metadata": {}, "outputs": [], "source": [ - "dueling_sma_model = Dueling_DQN_Implementation(\n", + "# dueling_sma_model = Dueling_DQN_Implementation(\n", + "# env=dqn_sma_env,\n", + "# learning_rate=3e-4,\n", + "# tensorboard_log=\"./wds_dueling_logs/\"\n", + "# )\n" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "e114f6d5-18f1-4c0d-910d-4900fdc27eea", + "metadata": {}, + "outputs": [], + "source": [ + "dist_sma_model = Distributional_DQN_Implementation(\n", " env=dqn_sma_env,\n", " learning_rate=3e-4,\n", - " tensorboard_log=\"./wds_dueling_logs/\"\n", + " tensorboard_log=\"./wds_dist_logs/\",\n", + " n_atoms=51,\n", + " v_min=-10,\n", + " v_max=10\n", ")\n" ] }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 15, "id": "7384c050-22bc-47f9-a39b-d7a38e6a8179", "metadata": {}, "outputs": [ @@ -135,29 +153,29 @@ "name": "stdout", "output_type": "stream", "text": [ - "Train for 300000 steps\n", + "Train for 200000 steps | device=cpu\n", "Resetting the environment...\n", - "Step: 1115 | Episode Reward: 154.563 | Epsilon: 1.000\n", + "Step: 1111 | Episode Reward: 153.997 | Epsilon: 1.000\n", "Resetting the environment...\n", - "Step: 2278 | Episode Reward: 150.545 | Epsilon: 0.995\n", + "Step: 2282 | Episode Reward: 151.169 | Epsilon: 0.995\n", "Resetting the environment...\n", - "Step: 3349 | Episode Reward: 153.458 | Epsilon: 0.990\n", + "Step: 3408 | Episode Reward: 151.317 | Epsilon: 0.990\n", "Resetting the environment...\n", - "Step: 4492 | Episode Reward: 155.109 | Epsilon: 0.985\n", + "Step: 4545 | Episode Reward: 153.626 | Epsilon: 0.985\n", "Resetting the environment...\n", - "Step: 5644 | Episode Reward: 152.795 | Epsilon: 0.980\n", + "Step: 5693 | Episode Reward: 153.360 | Epsilon: 0.980\n", "Resetting the environment...\n", - "Step: 6799 | Episode Reward: 146.263 | Epsilon: 0.975\n", + "Step: 6842 | Episode Reward: 148.326 | Epsilon: 0.975\n", "Resetting the environment...\n", - "Step: 7950 | Episode Reward: 153.298 | Epsilon: 0.970\n", + "Step: 8000 | Episode Reward: 152.249 | Epsilon: 0.970\n", "Resetting the environment...\n", - "Step: 9250 | Episode Reward: 121.805 | Epsilon: 0.966\n", + "Step: 9242 | Episode Reward: 133.343 | Epsilon: 0.966\n", "Resetting the environment...\n", - "Step: 10418 | Episode Reward: 147.115 | Epsilon: 0.961\n", + "Step: 10433 | Episode Reward: 146.349 | Epsilon: 0.961\n", "Resetting the environment...\n", - "Step: 11489 | Episode Reward: 134.064 | Epsilon: 0.956\n", + "Step: 11503 | Episode Reward: 132.059 | Epsilon: 0.956\n", "Resetting the environment...\n", - "Step: 12615 | Episode Reward: 151.505 | Epsilon: 0.951\n", + "Step: 12634 | Episode Reward: 152.668 | Epsilon: 0.951\n", "Resetting the environment...\n" ] }, @@ -173,101 +191,101 @@ "name": "stdout", "output_type": "stream", "text": [ - "Step: 13772 | Episode Reward: 138.119 | Epsilon: 0.946\n", + "Step: 13794 | Episode Reward: 140.755 | Epsilon: 0.946\n", "Resetting the environment...\n", - "Step: 14909 | Episode Reward: 157.590 | Epsilon: 0.942\n", + "Step: 14950 | Episode Reward: 155.198 | Epsilon: 0.942\n", + "Resetting the environment...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/kamalrajanisrani/Documents/MSc Advanced Machine Learning/Semester 1/Reinforcement Learning/gym4ReaL/gym4real/envs/wds/simulator/epynet/epanet2.py:683: UserWarning: WARNING: Pumps cannot deliver enough flow or head.\n", + " warnings.warn(self.ENgeterror(ierr))\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step: 16071 | Episode Reward: 144.100 | Epsilon: 0.937\n", "Resetting the environment...\n", - "Step: 16066 | Episode Reward: 144.192 | Epsilon: 0.937\n", + "Step: 17212 | Episode Reward: 143.889 | Epsilon: 0.932\n", "Resetting the environment...\n", - "Step: 17198 | Episode Reward: 139.899 | Epsilon: 0.932\n", + "Step: 18652 | Episode Reward: 109.176 | Epsilon: 0.928\n", "Resetting the environment...\n", - "Step: 18546 | Episode Reward: 105.310 | Epsilon: 0.928\n", + "Step: 19772 | Episode Reward: 147.424 | Epsilon: 0.923\n", "Resetting the environment...\n", - 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"Step: 65101 | Episode Reward: 148.068 | Epsilon: 0.763\n", + "Step: 65178 | Episode Reward: 153.998 | Epsilon: 0.763\n", "Resetting the environment...\n" ] }, @@ -303,21 +321,21 @@ "name": "stdout", "output_type": "stream", "text": [ - "Step: 66659 | Episode Reward: 91.488 | Epsilon: 0.759\n", + "Step: 66793 | Episode Reward: 103.972 | Epsilon: 0.759\n", "Resetting the environment...\n", - "Step: 67752 | Episode Reward: 153.759 | Epsilon: 0.755\n", + "Step: 67840 | Episode Reward: 161.439 | Epsilon: 0.755\n", "Resetting the environment...\n", - "Step: 69124 | Episode Reward: 88.537 | Epsilon: 0.751\n", + "Step: 69390 | Episode Reward: 112.187 | Epsilon: 0.751\n", "Resetting the environment...\n", - "Step: 70377 | Episode Reward: 118.885 | Epsilon: 0.748\n", + "Step: 70459 | Episode Reward: 161.083 | Epsilon: 0.748\n", "Resetting the environment...\n", - "Step: 71494 | Episode Reward: 135.759 | Epsilon: 0.744\n", + "Step: 71525 | Episode Reward: 151.796 | Epsilon: 0.744\n", "Resetting the environment...\n", - 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" warnings.warn(self.ENgeterror(ierr))\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Step: 124702 | Episode Reward: 94.291 | Epsilon: 0.594\n", - "Resetting the environment...\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/kamalrajanisrani/Documents/MSc Advanced Machine Learning/Semester 1/Reinforcement Learning/gym4ReaL/gym4real/envs/wds/simulator/epynet/epanet2.py:683: UserWarning: WARNING: Pumps cannot deliver enough flow or head.\n", - " warnings.warn(self.ENgeterror(ierr))\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Step: 126194 | Episode Reward: 86.546 | Epsilon: 0.591\n", - "Resetting the environment...\n", - "Step: 127492 | Episode Reward: 106.085 | Epsilon: 0.588\n", - "Resetting the environment...\n", - "Step: 128632 | Episode Reward: 145.851 | Epsilon: 0.585\n", - "Resetting the environment...\n", - "Step: 129710 | Episode Reward: 158.793 | Epsilon: 0.582\n", - "Resetting the environment...\n", - 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"Saving model to dueling-dqn-sma.zip\n", + "Saving model to distributional-dqn-normalisation-sma.zip\n", "Model saved\n" ] } ], "source": [ - "dueling_sma_model.learn(total_timesteps=300000)\n", - "dueling_sma_model.save(\"dueling-dqn-sma\")\n" + "dist_sma_model.learn(total_timesteps=200000)\n", + "dist_sma_model.save(\"distributional-dqn-normalisation-sma\")\n" ] }, { diff --git a/Normalise.py b/Normalise.py new file mode 100644 index 0000000..768e057 --- /dev/null +++ b/Normalise.py @@ -0,0 +1,94 @@ +#!/usr/bin/env python3 + +# Credits: https://en.wikipedia.org/wiki/Algorithms_for_calculating_variance#Welford's_online_algorithm +# https://en.wikipedia.org/wiki/Algorithms_for_calculating_variance#Parallel_algorithm +# +# Inspiration: https://github.com/DLR-RM/stable-baselines3/blob/master/stable_baselines3/common/vec_env/vec_normalize.py + +# Core idea is: +# Keep running statistics of observations. Before feeding the observations to the network. + +# xhat = (x - μ) . (σ^2 + ε)^(-1/2) +# ^, is just z score norm with online statistics + +import numpy as np +import gymnasium as gym + +''' + +Draft before I do things: + +m_a = self.var * self.count # sum of squared deviations (old) +m_b = batch_var * batch_count # sum of squared deviations (new) +M2 = m_a + m_b + delta**2 * self.count * batch_count / total_count +self.var = M2 / total_count + +''' + +class RunningMeanStd: + + ''' + Goal: Track running mean and variance using Welford's parallel online algorithm + ''' + + def __init__(self, shape=()): + self.mean = np.zeros(shape, dtype=np.float64) + self.var = np.ones(shape, dtype=np.float64) + self.count = 1e-4 # Div by 0 bad, so initially setting it to this + + # Update the stats with a batch of samples + def update(self, x): + x = np.asarray(x) + if x.ndim == 1: + x = x.reshape(1, -1) # As its a single obs, itd be a batch of 1 + + batch_mean = x.mean(axis=0) + batch_var = x.var(axis=0) + batch_count = x.shape[0] + + self.update_from_moments(batch_mean, batch_var, batch_count) + + # Chan's parallel algorithm for combining statistics. + def update_from_moments(self, batch_mean, batch_var, batch_count): + delta = batch_mean - self.mean + total_count = self.count + batch_count + + self.mean = self.mean + delta * batch_count / total_count # New mea being the weighted combination + + # New var being the parallel algorithm + m_a = self.var * self.count + m_b = batch_var * batch_count + M2 = m_a + m_b + (delta ** 2) * self.count * batch_count / total_count # Sum of squared deviations from mean! + self.var = M2 / total_count + + self.count = total_count + + def normalise(self, x): + return (x - self.mean) / np.sqrt(self.var + 1e-8) # z-score norm + + +class NormaliseObservation(gym.Wrapper): + ''' + Gym wrapper for obs norm using running statistics. + + Aim: + During training: updates stats and normalises + During evaluation: normalises only (set training=False) + ''' + + def __init__(self, env): + super().__init__(env) + self.rms = RunningMeanStd(shape=env.observation_space.shape) + self.training = True + + def step(self, action): + obs, reward, terminated, truncated, info = self.env.step(action) + if self.training: + self.rms.update(obs) + return self.rms.normalise(obs), reward, terminated, truncated, info + + def reset(self, **kwargs): + obs, info = self.env.reset(**kwargs) + if self.training: + self.rms.update(obs) + return self.rms.normalise(obs), info \ No newline at end of file diff --git a/distributional-dqn-normalisation-ema.zip b/distributional-dqn-normalisation-ema.zip new file mode 100644 index 0000000000000000000000000000000000000000..d95354ba3725863fdef8d0dd5559c2a579bba5e9 GIT binary patch literal 492675 zcmV(zK<2+tO9KQH000080Cv2cTjND_It_#e0FIgn015yA0B~0P^bRsB)k9)d!Ad}3mJ|Kk|NH<~YG zd1zGhig44gkc1GExFs=@U1j*@{o~jmki_9L@K+iUER78dj|q-X2uTPJ4vP*=h>l$r zvV1j%KQuHpCMNvP|9AnSu2won(C^0%FEI1*2S$ypB;1w1U9AN_kf6)MPXzY>Yb 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