Skip to content
@LAMDA-RL

LAMDA-RL

LAMDA-RL Group

We are a fork of researchers from LAMDA Group @ Nanjing University, led by Professor Yang Yu and Zong-Zhang Zhang. We are dedicated to scientific research in reinforcement learning. Our research is devoted to several topics on RL, including but not limited to:

  • Multi-Agent Reinforcement Learning (MARL)
  • Representation Learning (RepL)
  • Transfer Learning
  • Imitation Learning
  • Decision Making with Generative Models, e.g., Large Language Models (LLMs), diffusion, etc.

This organization repo open-sources the codes of our latest papers as well as useful tool-kits for RL algorithm designing.

Pinned Loading

  1. ODIS ODIS Public

    The implementation of ICLR-2023 paper "Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data".

    Python 31 5

  2. PRDC PRDC Public

    Forked from kimoyami/PRDC

    Author's PyTorch implementation of ICML'23 paper "Policy Regularization with Dataset Constraint for Offline Reinforcement Learning" for D4RL gym and AntMaze tasks.

    Python 13 4

  3. GENTLE GENTLE Public

    Forked from ZRZ-Unknow/GENTLE

    The implementation of AAAI'24 paper "Generalizable Task Representation Learning for Offline Meta-Reinforcement Learning with Data Limitations".

    Python 4

  4. ACT ACT Public

    Official code for ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning (AAAI'24)

    Python 6 1

Repositories

Showing 10 of 24 repositories
  • DADS Public
    LAMDA-RL/DADS’s past year of commit activity
    Python 1 0 0 0 Updated Apr 29, 2024
  • CroMAC Public Forked from qs1bb/CroMAC
    LAMDA-RL/CroMAC’s past year of commit activity
    Python 0 Apache-2.0 1 0 0 Updated Apr 1, 2024
  • FTD Public
    LAMDA-RL/FTD’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Mar 31, 2024
  • ReDA Public

    The implementation of the AAMAS'24 paper "Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentation"

    LAMDA-RL/ReDA’s past year of commit activity
    Python 3 0 0 0 Updated Mar 14, 2024
  • ACT Public

    Official code for ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning (AAAI'24)

    LAMDA-RL/ACT’s past year of commit activity
    Python 6 1 0 0 Updated Feb 10, 2024
  • MED Public Forked from polaris0-a/MED

    The implementation of the paper Multi-Expert Distillation for Few-Shot Coordination (Student Abstract)

    LAMDA-RL/MED’s past year of commit activity
    Python 0 1 0 0 Updated Dec 27, 2023
  • GENTLE Public Forked from ZRZ-Unknow/GENTLE

    The implementation of AAAI'24 paper "Generalizable Task Representation Learning for Offline Meta-Reinforcement Learning with Data Limitations".

    LAMDA-RL/GENTLE’s past year of commit activity
    Python 4 MIT 1 0 0 Updated Dec 21, 2023
  • .github Public
    LAMDA-RL/.github’s past year of commit activity
    0 0 0 0 Updated Dec 20, 2023
  • MAIC Public Forked from mansicer/MAIC

    The implementation of AAAI'22 paper "Multi-Agent Incentive Communication via Decentralized Teammate Modeling".

    LAMDA-RL/MAIC’s past year of commit activity
    Python 2 Apache-2.0 9 0 0 Updated Dec 12, 2023
  • ODIS Public

    The implementation of ICLR-2023 paper "Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data".

    LAMDA-RL/ODIS’s past year of commit activity
    Python 31 Apache-2.0 5 1 0 Updated Dec 8, 2023

Top languages

Loading…

Most used topics

Loading…