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  1. VectorizedMultiAgentSimulator VectorizedMultiAgentSimulator Public

    VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set …

    Python 333 69

  2. gnn_pathplanning gnn_pathplanning Public

    Graph Neural Networks for Decentralized Path Planning

    Python 196 34

  3. popgym popgym Public

    Partially Observable Process Gym

    Python 163 11

  4. magat_pathplanning magat_pathplanning Public

    Python 100 29

  5. rllib_differentiable_comms rllib_differentiable_comms Public

    This is a minimal example to demonstrate how multi-agent reinforcement learning with differentiable communication channels and centralized critics can be realized in RLLib. This example serves as a…

    Python 40 3

  6. minicar minicar Public

    Python 37 12

Repositories

Showing 10 of 29 repositories
  • CoViS-Net Public

    Dataset, models and evaluation code for the paper "CoViS-Net: A Cooperative Visual Spatial Foundation Model for Multi-Robot Applications"

    proroklab/CoViS-Net’s past year of commit activity
    Python 3 GPL-3.0 0 0 0 Updated Oct 29, 2024
  • cambridge-robomaster Public

    This is the source repository containing all information necessary to reproduce the Cambridge RoboMaster platform.

    proroklab/cambridge-robomaster’s past year of commit activity
    Python 10 0 0 0 Updated Oct 16, 2024
  • VectorizedMultiAgentSimulator Public

    VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.

    proroklab/VectorizedMultiAgentSimulator’s past year of commit activity
    Python 333 GPL-3.0 69 6 2 Updated Oct 9, 2024
  • proroklab/memory-monoids’s past year of commit activity
    Python 2 0 0 0 Updated Oct 8, 2024
  • DVM-SLAM Public
    proroklab/DVM-SLAM’s past year of commit activity
    Jupyter Notebook 21 2 0 0 Updated Sep 27, 2024
  • ControllingBehavioralDiversity Public

    This repository contains the code for Diversity Control (DiCo), a novel method to constrain behavioral diversity in multi-agent reinforcement learning.

    proroklab/ControllingBehavioralDiversity’s past year of commit activity
    Python 14 1 1 0 Updated Sep 27, 2024
  • HetGPPO Public

    Heterogeneous Multi-Robot Reinforcement Learning

    proroklab/HetGPPO’s past year of commit activity
    Python 33 13 1 0 Updated Sep 10, 2024
  • popgym Public

    Partially Observable Process Gym

    proroklab/popgym’s past year of commit activity
    Python 163 MIT 11 1 1 Updated Jul 4, 2024
  • proroklab/magat_pathplanning’s past year of commit activity
    Python 100 MIT 29 4 0 Updated Apr 4, 2024
  • task-agnostic-comms Public

    Task-Agnostic Communication for Multi-Agent Reinforcement Learning

    proroklab/task-agnostic-comms’s past year of commit activity
    Python 4 0 0 0 Updated Mar 31, 2024