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@marmotlab

MARMot Lab @ NUS-ME

MultiAgent Robotic MOTion laboratory at the National University of Singapore

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  1. PRIMAL2 PRIMAL2 Public

    Training code PRIMAL2 - Public Repo

    Python 151 59

  2. ARiADNE-ROS-Planner ARiADNE-ROS-Planner Public

    Attention-based Deep Reinforcement Learning-based Autonomous Robot Exploration Planner in ROS

    Python 39 4

  3. ARiADNE ARiADNE Public

    [ICRA 2023] ARiADNE: A Reinforcement learning approach using Attention-based Deep Networks for Exploration - Public code and model

    Python 38 6

  4. SCRIMP SCRIMP Public

    offical code of paper 'SCRIMP: Scalable Communication for Reinforcement- and Imitation-Learning-Based Multi-Agent Pathfinding'

    Python 36 14

  5. DAN DAN Public

    Public version of the decentralized, attention-based mTSP code

    Python 34 7

  6. large-scale-DRL-exploration large-scale-DRL-exploration Public

    [RAL 2024] Deep Reinforcement Learning-based Large-scale Robot Exploration - - Public code and model

    Python 28 2

Repositories

Showing 10 of 29 repositories
  • IR2-Multi-Robot-RL-Exploration Public

    [IROS2024] Implicit Rendezvous for Robotic Exploration Teams under Sparse Intermittent Connectivity

    marmotlab/IR2-Multi-Robot-RL-Exploration’s past year of commit activity
    Python 10 0 0 0 Updated Sep 10, 2024
  • ARiADNE-ROS-Planner Public

    Attention-based Deep Reinforcement Learning-based Autonomous Robot Exploration Planner in ROS

    marmotlab/ARiADNE-ROS-Planner’s past year of commit activity
    Python 39 MIT 4 0 0 Updated Sep 7, 2024
  • large-scale-DRL-exploration Public

    [RAL 2024] Deep Reinforcement Learning-based Large-scale Robot Exploration - - Public code and model

    marmotlab/large-scale-DRL-exploration’s past year of commit activity
    Python 28 2 2 0 Updated Sep 5, 2024
  • ARiADNE Public

    [ICRA 2023] ARiADNE: A Reinforcement learning approach using Attention-based Deep Networks for Exploration - Public code and model

    marmotlab/ARiADNE’s past year of commit activity
    Python 38 6 0 0 Updated Sep 5, 2024
  • decaying_action_priors Public

    Source code for the paper - DecAP: Decaying Action Priors for Accelerated Learning of Torque-Based Legged Locomotion Policies

    marmotlab/decaying_action_priors’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Aug 30, 2024
  • marmotlab/Multi-Agent-Active-SLAM’s past year of commit activity
    Python 1 0 0 0 Updated Aug 29, 2024
  • codebase_SYLPH Public

    The codebase of SYLPH.

    marmotlab/codebase_SYLPH’s past year of commit activity
    Python 5 1 0 0 Updated Aug 20, 2024
  • ViPER Public
    marmotlab/ViPER’s past year of commit activity
    0 MIT 1 0 0 Updated Aug 7, 2024
  • marmotlab/Bandwidth-Limited-Multi-Robot-Exploration’s past year of commit activity
    Python 3 MIT 0 0 0 Updated Jul 30, 2024
  • S2AN Public

    Attention-based Priority Learning

    marmotlab/S2AN’s past year of commit activity
    C++ 2 MIT 0 0 0 Updated Jul 12, 2024

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