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@uoe-agents

Autonomous Agents Research Group

Official code repositories for projects of the Autonomous Agents Research Group (University of Edinburgh).

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  1. epymarl epymarl Public

    An extension of the PyMARL codebase that includes additional algorithms and environment support

    Python 525 144

  2. seac seac Public

    Forked from semitable/seac

    The official code base of Shared Experience Actor-Critic (NeurIPS2020)

    Python 33 11

  3. GPL GPL Public

    Codebase for the Graph-based Policy Learning algorithm, which is designed for learning policies to solve the open ad hoc teamwork problem.

    Python 32 7

  4. robotic-warehouse robotic-warehouse Public

    Forked from semitable/robotic-warehouse

    Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment

    Python 61 12

  5. lb-foraging lb-foraging Public

    Forked from semitable/lb-foraging

    Level-Based Foraging (LBF): A multi-agent reinforcement learning environment

    Python 41 14

  6. IGP2 IGP2 Public

    Official Repository for "Interpretable Goal-based Prediction and Planning for Autonomous Driving" (ICRA 2021)

    Python 82 18

Repositories

Showing 10 of 46 repositories
  • imitation-learning-pcg Public

    Implementation for "Using Offline Data to Speed-up Reinforcement Learning in Procedurally Generated Environments"

    uoe-agents/imitation-learning-pcg’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Dec 13, 2024
  • SaMI Public

    Official implementation of Skill-aware Mutural Information (SaMI) from the paper Skill-aware Mutual Information Optimisation for Generalisation in Reinforcement Learning.

    uoe-agents/SaMI’s past year of commit activity
    Python 6 1 1 0 Updated Dec 3, 2024
  • CEMA Public

    Causal Explanations for Sequential Decision-Making in Multi-Agent Systems

    uoe-agents/CEMA’s past year of commit activity
    Python 6 MIT 0 0 0 Updated Nov 29, 2024
  • epymarl Public

    An extension of the PyMARL codebase that includes additional algorithms and environment support

    uoe-agents/epymarl’s past year of commit activity
    Python 525 Apache-2.0 144 20 0 Updated Sep 24, 2024
  • IGP2 Public

    Official Repository for "Interpretable Goal-based Prediction and Planning for Autonomous Driving" (ICRA 2021)

    uoe-agents/IGP2’s past year of commit activity
    Python 82 18 4 0 Updated Sep 23, 2024
  • robotic-warehouse Public Forked from semitable/robotic-warehouse

    Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment

    uoe-agents/robotic-warehouse’s past year of commit activity
    Python 61 MIT 75 0 0 Updated Sep 16, 2024
  • lb-foraging Public Forked from semitable/lb-foraging

    Level-Based Foraging (LBF): A multi-agent reinforcement learning environment

    uoe-agents/lb-foraging’s past year of commit activity
    Python 41 MIT 66 0 0 Updated Sep 15, 2024
  • smaclite Public

    The Starcraft Multi-Agent challenge lite

    uoe-agents/smaclite’s past year of commit activity
    Python 38 7 2 1 Updated Sep 13, 2024
  • task-assignment-robotic-warehouse Public

    Task-Assignment Multi-Robot Warehouse (TA-RWARE): A multi-agent reinforcement learning warehouse environment for task-assignment optimisation

    uoe-agents/task-assignment-robotic-warehouse’s past year of commit activity
    Python 11 MIT 3 0 0 Updated Aug 28, 2024
  • uoe-agents/matrix-games’s past year of commit activity
    Python 2 4 0 0 Updated Jul 23, 2024

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