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    44 repositories

    • HVD

      Public
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Mar 2, 2026Mar 2, 2026

    • EMFuse

      Public
      Author's official implementation of ICLR'26 paper "EMFuse: Energy-based Model Fusion for Decision Making".
      MIT License
      •1•0•0•0•Updated Mar 2, 2026Mar 2, 2026

    • adm2

      Public
      Python
      •1•6•0•0•Updated Jan 27, 2026Jan 27, 2026

    • OPT-AIL

      Public
      Python
      •1•5•1•0•Updated Dec 26, 2025Dec 26, 2025

    • MAICC

      Public
      Python
      •1•5•0•0•Updated Nov 11, 2025Nov 11, 2025

    • MAFIS

      Public
      Author's official implementation of NeurIPS'25 paper "Multi-Agent Imitation by Learning and Sampling from Factorized Soft Q-Function".
      C++
      •0•2•0•0•Updated Nov 10, 2025Nov 10, 2025

    • ImagineBench

      Public
      A benchmark for evaluating reinforcement learning algorithms that train the policies using imaginary rollouts from LLMs.
      Python
      •1•14•0•0•Updated Nov 4, 2025Nov 4, 2025

    • FTR

      Public
      This repository contains the code for NeurIPS'25 paper: "Focus-Then-Reuse: Fast Adaptation in Visual Perturbation Environments".
      Python
      •2•0•0•0•Updated Oct 18, 2025Oct 18, 2025

    • Lapse

      Public
      The implementation of ICML'25 paper "Learning to Reuse Policies in State Evolvable Environments".
      Python
      •1•0•0•0•Updated May 16, 2025May 16, 2025

    • CoLA

      Public
      Python
      •0•8•1•0•Updated Mar 26, 2025Mar 26, 2025

    • GMAIL

      Public
      Author's official implementation of TPAMI paper "Generalizable Multi-modal Adversarial Imitation Learning for Non-stationary Dynamics"
      Python
      •1•1•0•0•Updated Mar 14, 2025Mar 14, 2025

    • OfflineRL-Lib

      Public
      Benchmarked implementations of Offline RL Algorithms.
      reinforcement-learningpytorchoffline-rl
      reinforcement-learningpytorchoffline-rl
      Python
      •
      MIT License
      •7•77•2•2•Updated Mar 4, 2025Mar 4, 2025

    • Q-Adapter

      Public
      Author's implementation of ICLR'25 paper "Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation"
      Python
      •
      Apache License 2.0
      •1•3•0•0•Updated Feb 28, 2025Feb 28, 2025

    • DORA

      Public
      Code for ICML'24 paper "Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics"
      Python
      •1•0•0•0•Updated Feb 19, 2025Feb 19, 2025

    • ADMPO

      Public
      Any-step Dynamics Model for Policy Optimization
      Python
      •
      MIT License
      •10•9•0•0•Updated Feb 1, 2025Feb 1, 2025

    • KALM

      Public
      [NeurIPS‘24] KALM: Knowledgeable Agents by Offline Reinforcement Learning from Large Language Model Rollouts
      reinforcement-learningconference-paperautonomous-agents
      reinforcement-learningconference-paperautonomous-agentslarge-language-models
      4•2•0•0•Updated Jan 20, 2025Jan 20, 2025

    • WiseRL

      Public
      PyTorch implementations for Offline Preference-Based RL (PbRL) algorithms
      Python
      •
      MIT License
      •3•1•0•0•Updated Dec 6, 2024Dec 6, 2024

    • PRDC

      Public
      Author's PyTorch implementation of ICML'23 paper "Policy Regularization with Dataset Constraint for Offline Reinforcement Learning" for D4RL gym and AntMaze tas…
      Python
      •6•18•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-learningdeep-learning
      machine-learningreinforcement-learningdeep-learningpytorchmulti-agent-reinforcement-learning
      Python
      •
      Apache License 2.0
      •6•46•1•0•Updated Oct 31, 2024Oct 31, 2024

    • Madoc

      Public
      Python
      •1•2•0•0•Updated Oct 9, 2024Oct 9, 2024

    • Pretrained_BWArea_2.7B_30G

      Public
      Pre-trained Models of BWArea Model
      Python
      •0•9•0•0•Updated Sep 10, 2024Sep 10, 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•4•0•0•Updated Sep 4, 2024Sep 4, 2024

    • unstable_baselines

      Public
      Python
      •13•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
      •2•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
      •3•1•0•0•Updated Jul 15, 2024Jul 15, 2024

    • background-knowledge-rl

      Public
      Python
      •3•0•0•0•Updated Jul 4, 2024Jul 4, 2024

    • DADS

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