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@PKU-RL

PKU-RL

Reinforcement Learning at Peking University

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    DGN Code

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  2. Plan4MC Plan4MC Public

    Reinforcement learning and planning for Minecraft.

    Python 168 20

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Repositories

Showing 10 of 23 repositories
  • MGPO Public

    [NeurIPS 2024] Pre-Trained Multi-Goal Transformers with Prompt Optimization for Efficient Online Adaptation

    PKU-RL/MGPO’s past year of commit activity
    Python 3 0 0 0 Updated Feb 3, 2025
  • CLIP4MC Public

    An RL-Friendly Vision-Language Model for Minecraft

    PKU-RL/CLIP4MC’s past year of commit activity
    Python 29 MIT 2 0 0 Updated Oct 17, 2024
  • COPL Public

    Visual Grounding for Object-Level Generalization in Reinforcement Learning (ECCV 2024)

    PKU-RL/COPL’s past year of commit activity
    Python 6 MIT 1 0 0 Updated Oct 17, 2024
  • AdaRefiner Public

    AdaRefiner: Refining Decisions of Language Models with Adaptive Feedback (NAACL 2024)

    PKU-RL/AdaRefiner’s past year of commit activity
    Python 12 0 0 0 Updated Aug 9, 2024
  • COREP Public

    Tackling Non-Stationarity in Reinforcement Learning via Causal-Origin Representation (ICML 2024)

    PKU-RL/COREP’s past year of commit activity
    Python 7 0 0 0 Updated Aug 9, 2024
  • MCEnv-COPL Public

    A modified version of MineDojo used for COPL.

    PKU-RL/MCEnv-COPL’s past year of commit activity
    Java 0 MIT 0 0 0 Updated Aug 6, 2024
  • MIPO Public
    PKU-RL/MIPO’s past year of commit activity
    Python 1 0 0 0 Updated Jul 18, 2024
  • Plan4MC Public

    Reinforcement learning and planning for Minecraft.

    PKU-RL/Plan4MC’s past year of commit activity
    Python 168 MIT 20 3 1 Updated Mar 6, 2024
  • PTGM Public

    Pre-Training Goal-based Models for Sample-Efficient Reinforcement Learning

    PKU-RL/PTGM’s past year of commit activity
    Python 25 2 2 0 Updated Mar 1, 2024
  • DPO Public
    PKU-RL/DPO’s past year of commit activity
    Python 3 0 0 0 Updated Jan 12, 2024
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