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@rlglab

RLG Lab

Reinforcement Learning and Games Lab, Institute of Information Science, Academia Sinica

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  1. minizero minizero Public

    [IEEE ToG] MiniZero: An AlphaZero and MuZero Training Framework

    C++ 144 47

  2. optionzero optionzero Public

    [ICLR 2025 Oral] OptionZero: A method for autonomously discovering and utilizing options in the MuZero algorithm

    C++ 28 1

  3. strength-estimator strength-estimator Public

    [ICLR 2025] A strength system that can estimate the strength from games and provide various playing strengths while simultaneously offer a human-like behavior

    C++ 7 2

  4. online-fine-tuning-solver online-fine-tuning-solver Public

    [NeurIPS 2023] An online fine-tuning game solver for 7x7 Killall-Go

    C++ 6

  5. rgsc rgsc Public

    [ICLR 2026] A regret-guided search control method that extends AlphaZero with regret-guided restarts for more efficient and robust learning in board games

    C++ 5

  6. rlg-tutorial rlg-tutorial Public

    Tutorials for reinforcement learning in games

    Jupyter Notebook 3 3

Repositories

Showing 10 of 15 repositories
  • werewolf-accusation-benchmark Public

    [EMNLP 2026] Do LLMs Trust the Accuser or the Accusation? Measuring Belief Shifts in Werewolf

    rlglab/werewolf-accusation-benchmark's past year of commit activity
    Python 1 0 1 0 Updated Sep 2, 2026
  • minizero Public

    [IEEE ToG] MiniZero: An AlphaZero and MuZero Training Framework

    rlglab/minizero's past year of commit activity
    C++ 144 Apache-2.0 47 1 0 Updated Aug 18, 2026
  • wallzero Public

    [CG 2026] An AlphaZero-based AI program for playing the game of WallGo

    rlglab/wallzero's past year of commit activity
    C++ 0 0 0 0 Updated Jun 15, 2026
  • minizero-stochastic Public

    MiniZero extension with Stochastic AlphaZero and Stochastic MuZero supported.

    rlglab/minizero-stochastic's past year of commit activity
    C++ 3 1 0 0 Updated May 11, 2026
  • rlg-tutorial Public

    Tutorials for reinforcement learning in games

    rlglab/rlg-tutorial's past year of commit activity
    Jupyter Notebook 3 3 0 0 Updated Apr 21, 2026
  • rgsc Public

    [ICLR 2026] A regret-guided search control method that extends AlphaZero with regret-guided restarts for more efficient and robust learning in board games

    rlglab/rgsc's past year of commit activity
    C++ 5 0 0 0 Updated Mar 23, 2026
  • study-LD-RZ Public

    [IEEE ToG] A Study of Solving Life-and-Death Problems in Go Using Relevance-Zone Based Solvers

    rlglab/study-LD-RZ's past year of commit activity
    C 2 1 1 0 Updated Feb 4, 2026
  • maq Public

    [NeurIPS 2025] A human-like RL framework that improves human-likeness while achieving strong performance, and can be easily integrated into various RL algorithms

    rlglab/maq's past year of commit activity
    Python 3 0 0 0 Updated Jan 27, 2026
  • neurips2025-mind-games-efficient-agent-social-deduction-track-rlgaming Public
    rlglab/neurips2025-mind-games-efficient-agent-social-deduction-track-rlgaming's past year of commit activity
    Python 2 0 0 0 Updated Nov 30, 2025
  • neurips2025-mind-games-generalization-track-rlgaming Public
    rlglab/neurips2025-mind-games-generalization-track-rlgaming's past year of commit activity
    Python 2 0 0 0 Updated Oct 19, 2025
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