Search results

Gymnasium-native interventional rollouts: documented recipes + CGFA-PPO walkthrough

documentationImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#17 In raphaelrrcoelho/causalrl;

· raphaelrrcoelho opened on Jun 13, 2026

Property-based oracle tests for the ID / gID / transportability algorithms

enhancementNew feature or requestNew feature or request

help wantedExtra attention is neededExtra attention is needed

researchSubstantial research-level / roadmap contributionSubstantial research-level / roadmap contribution

Status: Open.

#16 In raphaelrrcoelho/causalrl;

· raphaelrrcoelho opened on Jun 13, 2026

A reproducible benchmark suite + results table across the 9-task taxonomy

enhancementNew feature or requestNew feature or request

help wantedExtra attention is neededExtra attention is needed

researchSubstantial research-level / roadmap contributionSubstantial research-level / roadmap contribution

Status: Open.

#15 In raphaelrrcoelho/causalrl;

· raphaelrrcoelho opened on Jun 13, 2026

Decision layer: add sharp & sequential MSM kernels (Dorn–Guo–Kallus, Tan)

enhancementNew feature or requestNew feature or request

researchSubstantial research-level / roadmap contributionSubstantial research-level / roadmap contribution

Status: Open.

#14 In raphaelrrcoelho/causalrl;

· raphaelrrcoelho opened on Jun 13, 2026

RFC: d3rlpy scale path for confounded offline RL (causalrl = the causal layer)

enhancementNew feature or requestNew feature or request

help wantedExtra attention is neededExtra attention is needed

researchSubstantial research-level / roadmap contributionSubstantial research-level / roadmap contribution

Status: Open.

#13 In raphaelrrcoelho/causalrl;

· raphaelrrcoelho opened on Jun 13, 2026

Interop: map causalrl estimands to/from DoWhy and EconML

enhancementNew feature or requestNew feature or request

help wantedExtra attention is neededExtra attention is needed

researchSubstantial research-level / roadmap contributionSubstantial research-level / roadmap contribution

Status: Open.

#12 In raphaelrrcoelho/causalrl;

· raphaelrrcoelho opened on Jun 13, 2026

certify_decision: validate that input arrays share a length

good first issueGood for newcomersGood for newcomers

Status: Open.

#11 In raphaelrrcoelho/causalrl;

· raphaelrrcoelho opened on Jun 13, 2026

Doctest the public transportability API

documentationImprovements or additions to documentationImprovements or additions to documentation

good first issueGood for newcomersGood for newcomers

Status: Open.

#10 In raphaelrrcoelho/causalrl;

· raphaelrrcoelho opened on Jun 13, 2026

Add DecisionCertificate.to_dict() for JSON-friendly logging

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

Status: Open.

#9 In raphaelrrcoelho/causalrl;

· raphaelrrcoelho opened on Jun 13, 2026

Doctest the public partial-ID bounds

good first issueGood for newcomersGood for newcomers

Status: Open.

#5 In raphaelrrcoelho/causalrl;

· raphaelrrcoelho opened on Jun 9, 2026

Reproduce the mabuc_paradox figure from a library helper

good first issueGood for newcomersGood for newcomers

Status: Open.

#4 In raphaelrrcoelho/causalrl;

· raphaelrrcoelho opened on Jun 9, 2026

Let certify_decision report real arm labels

good first issueGood for newcomersGood for newcomers

Status: Open.

#3 In raphaelrrcoelho/causalrl;

· raphaelrrcoelho opened on Jun 9, 2026