offlinerl

There are 1 repository under offlinerl topic.

• yihaosun1124 / OfflineRL-Kit

  An elegant PyTorch offline reinforcement learning library for researchers.

  deep-learningdeep-reinforcement-learningofflinerlpytorchreinforcement-learningoffline-reinforcement-learning
  Language:Python 316

• HzcIrving / DecisionTransformer_StepbyStep

  Decision Transformer: A brand new Offline RL Pattern.

  offlinerlreinforcement-learningtransformer
  Language:Python 35

• YangRui2015 / RIQL

  Code for ICLR 2024 paper "Towards Robust Offline Reinforcement Learning under Diverse Data Corruption"

  offlinerlreinforcement-learningrobust
  Language:Python 17

• Improbable-AI / harness-offline-rl

  Official implementation of Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Reweighting

  offlinerlreinforcementlearningrl
  Language:Python 16

• xionghuichen / GALILEO

  The official code of "Adversarial Counterfactual Environment Model Learning" (NeurIPS'23 spotlight)

  causal-inferencedynamics-modelsofflinerlreinforcement-learningtreatment-effect-estimation
  Language:Python 6

• holarissun / Accountable-Offline-RL

  Code for NeurIPS 2023 paper Accountability in Offline Reinforcement Learning: Explaining Decisions with a Corpus of Examples

  behavioral-cloningdeep-rlinterpretable-machine-learningoffline-rlofflinerlreinforcement-learningxaibatched-controlinterpretable-reinforcement-learningoffline-control
  Language:Python 5

• SeongwoongCho / meta-controller

  An Official Pytorch Implementation of Meta-Controller (NeurIPS 2024)

  few-shot-learningmeta-learningmodular-learningofflinerltransformers
  Language:Python 4

• glorgao / TD3BCpp

  Robust Offline Reinforcement Learning from Contaminated Demonstrations

  offlinerl
  Language:Python 2

• joshuaspear / offline_rl_ope

  Stateful implementations of OPE algorithms, designed for use in the development of offline RL models

  off-policy-evaluationofflinerlrl
  Language:Python 2