RLG Lab

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7 repositories

muzero-decoder
Public
A MiniZero Extension That Integrates a Decoder for MuZero
go reinforcement-learning decoder deep-reinforcement-learning gomoku atari monte-carlo-tree-search interpretability explainable-ai explainability
C++
•0•1•0•0•Updated Aug 13, 2025Aug 13, 2025
minizero
Public
MiniZero: An AlphaZero and MuZero Training Framework
go hex reinforcement-learning deep-reinforcement-learning mcts othello gomoku tictactoe atari monte-carlo-tree-search
C++
•28•98•2•0•Updated Jul 26, 2025Jul 26, 2025
restnet
Public
[IJCAI 2025] ResTNet: a network that combines residual networks and Transformers to bridge local and global knowledge in board games
go hex reinforcement-learning transformer mcts monte-carlo-tree-search board-games alphazero gumbel-alphazero
Python
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GNU General Public License v3.0
•0•1•0•0•Updated Jul 18, 2025Jul 18, 2025
optionzero
Public
[ICLR 2025 Oral] OptionZero: A method for autonomously discovering and utilizing options in the MuZero algorithm
reinforcement-learning deep-reinforcement-learning mcts atari monte-carlo-tree-search muzero
C++
•0•21•1•0•Updated May 18, 2025May 18, 2025
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
go machine-learning chess deep-learning mcts human-computer-interaction monte-carlo-tree-search bradley-terry-model human-like-ai
C++
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GNU General Public License v3.0
•0•4•1•0•Updated Feb 26, 2025Feb 26, 2025
rlg-tutorial
Public
Tutorials for reinforcement learning in games
Jupyter Notebook
•3•3•0•0•Updated Dec 16, 2024Dec 16, 2024
online-fine-tuning-solver
Public
[NeurIPS 2023] Online Fine-Tuning Game Solver
go mcts alphazero game-solver gumbel-alphazero game-solving killall-go proof-cost-network
C++
•0•6•0•0•Updated Oct 30, 2023Oct 30, 2023