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    30 repositories

    • PRDC

      Public
      Author's PyTorch implementation of ICML'23 paper "Policy Regularization with Dataset Constraint for Offline Reinforcement Learning" for D4RL gym and AntMaze tasks.
      Python
      •6•15•0•0•Updated Nov 8, 2024Nov 8, 2024

    • ODIS

      Public
      The implementation of ICLR-2023 paper "Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data".
      machine-learningreinforcement-learningmulti-agent-reinforcement-learningdeep-learningpytorch
      Python
      •
      Apache License 2.0
      •5•38•2•0•Updated Oct 31, 2024Oct 31, 2024

    • OPT-AIL

      Public
      Python
      •0•0•0•0•Updated Oct 19, 2024Oct 19, 2024

    • Madoc

      Public
      Python
      •1•0•0•0•Updated Oct 9, 2024Oct 9, 2024

    • Pretrained_BWArea_2.7B_30G

      Public
      Pre-trained Models of BWArea Model
      Python
      •0•8•0•0•Updated Sep 10, 2024Sep 10, 2024

    • WiseRL

      Public
      PyTorch implementations for Offline Preference-Based RL (PbRL) algorithms
      Python
      •
      MIT License
      •1•1•0•0•Updated Sep 5, 2024Sep 5, 2024

    • .github

      Public
      0•0•0•0•Updated Sep 4, 2024Sep 4, 2024

    • madac

      Public
      Official implementation of NeurIPS22 paper “Multi-agent Dynamic Algorithm Configuration”
      Python
      •
      Apache License 2.0
      •7•0•0•0•Updated Sep 4, 2024Sep 4, 2024

    • CPR

      Public
      Python
      •1•2•0•0•Updated Sep 4, 2024Sep 4, 2024

    • unstable_baselines

      Public
      Python
      •12•0•0•0•Updated Sep 4, 2024Sep 4, 2024

    • UtilsRL

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated Sep 4, 2024Sep 4, 2024

    • MATTAR

      Public
      Official code repository for "Multi-Agent Policy Transfer via Task Relationship Modeling".
      Python
      •1•0•0•0•Updated Aug 16, 2024Aug 16, 2024

    • policy-conditioned-model

      Public
      official code of "Effective Offline Environment Reconstruction when the Dataset is Collected from Diversified Behavior Policies"
      Python
      •
      Apache License 2.0
      •1•1•0•0•Updated Jul 15, 2024Jul 15, 2024

    • background-knowledge-rl

      Public
      Python
      •2•0•0•0•Updated Jul 4, 2024Jul 4, 2024

    • OfflineRL-Lib

      Public
      Benchmarked implementations of Offline RL Algorithms.
      reinforcement-learningoffline-rlpytorch
      Python
      •
      MIT License
      •7•65•1•2•Updated May 5, 2024May 5, 2024

    • DADS

      Public
      Python
      •1•1•0•0•Updated Apr 29, 2024Apr 29, 2024

    • CroMAC

      Public
      Python
      •
      Apache License 2.0
      •1•3•0•0•Updated Apr 1, 2024Apr 1, 2024

    • FTD

      Public
      Jupyter Notebook
      •1•5•0•0•Updated Mar 31, 2024Mar 31, 2024

    • ReDA

      Public
      The implementation of the AAMAS'24 paper "Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentation"
      Python
      •0•3•0•0•Updated Mar 14, 2024Mar 14, 2024

    • ACT

      Public
      Official code for ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning (AAAI'24)
      Python
      •3•13•0•0•Updated Feb 10, 2024Feb 10, 2024

    • GALILEO

      Public
      The official code of "Adversarial Counterfactual Environment Model Learning" (NeurIPS'23 spotlight)
      Python
      •
      Apache License 2.0
      •1•0•0•0•Updated Jan 10, 2024Jan 10, 2024

    • MED

      Public
      The implementation of the paper Multi-Expert Distillation for Few-Shot Coordination (Student Abstract)
      Python
      •1•0•0•0•Updated Dec 27, 2023Dec 27, 2023

    • GENTLE

      Public
      The implementation of AAAI'24 paper "Generalizable Task Representation Learning for Offline Meta-Reinforcement Learning with Data Limitations".
      Python
      •
      MIT License
      •1•6•0•0•Updated Dec 21, 2023Dec 21, 2023

    • MAIC

      Public
      The implementation of AAAI'22 paper "Multi-Agent Incentive Communication via Decentralized Teammate Modeling".
      Python
      •
      Apache License 2.0
      •9•2•0•0•Updated Dec 12, 2023Dec 12, 2023

    • ILI

      Public
      The implementation of KDD'23 paper "Internal Logical Induction for Pixel-Symbolic Reinforcement Learning".
      Python
      •1•0•0•0•Updated Dec 2, 2023Dec 2, 2023

    • Sim2Rec

      Public
      The official code for "Sim2Rec: A Simulator-based Decision-making Approach to Optimize Real-World Long-term User Engagement in Sequential Recommender Systems" (ICDE'23)
      Python
      •
      Apache License 2.0
      •2•0•0•0•Updated May 18, 2023May 18, 2023

    • SMS

      Public
      Official implementation for the paper Efficient Multi-agent Communication via Shapley Message Value (IJCAI 2022)
      Python
      •
      Apache License 2.0
      •2•0•0•0•Updated Mar 30, 2023Mar 30, 2023

    • CODAS

      Public
      The Official Code for Cross-Modal Domain Adaptation for Cost-Efficient Visual Reinforcement Learning
      Python
      •
      MIT License
      •3•0•0•0•Updated Jan 11, 2023Jan 11, 2023

    • MAPLE

      Public
      The Official Code for Offline Model-based Adaptable Policy Learning
      Python
      •
      MIT License
      •5•6•0•0•Updated Jan 11, 2023Jan 11, 2023

    • MACC

      Public
      The implementation of IJCAI'22 paper "Multi-Agent Concentrative Coordination with Decentralized Task Representation".
      Python
      •5•0•0•0•Updated Oct 14, 2022Oct 14, 2022