All

12 repositories

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
go hex reinforcement-learning
go hex reinforcement-learning deep-reinforcement-learning mcts othello monte-carlo-tree-search alphazero
C++
•0•1•0•0•Updated Mar 23, 2026Mar 23, 2026
minizero
Public
[IEEE ToG] MiniZero: An AlphaZero and MuZero Training Framework
go hex reinforcement-learning
go hex reinforcement-learning deep-reinforcement-learning mcts othello gomoku tictactoe atari monte-carlo-tree-search
C++
•38•127•3•0•Updated Feb 25, 2026Feb 25, 2026
study-LD-RZ
Public
[IEEE ToG] A Study of Solving Life-and-Death Problems in Go Using Relevance-Zone Based Solvers
go mcts heuristic-search
go mcts heuristic-search alphazero mote-carlo-tree-search life-and-death-problems relevance-zone
C
•0•0•0•0•Updated Feb 4, 2026Feb 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 algorithm…
reinforcement-learning robotics trajectory-optimization
reinforcement-learning robotics trajectory-optimization adroit human-like d4rl
Python
•0•1•0•0•Updated Jan 27, 2026Jan 27, 2026
neurips2025-mind-games-efficient-agent-social-deduction-track-rlgaming
Public
Python
•0•1•0•0•Updated Nov 30, 2025Nov 30, 2025
neurips2025-mind-games-generalization-track-rlgaming
Public
Python
•0•2•0•0•Updated Oct 19, 2025Oct 19, 2025
rlg-tutorial
Public
Tutorials for reinforcement learning in games
Jupyter Notebook
•3•3•0•0•Updated Oct 13, 2025Oct 13, 2025
muzero-decoder
Public
[IEEE TAI] Interpretable MuZero with a decoder that reconstructs observations from hidden states for demystifying planning
go reinforcement-learning decoder
go reinforcement-learning decoder deep-reinforcement-learning gomoku atari monte-carlo-tree-search interpretability explainable-ai explainability
C++
•0•1•0•0•Updated Aug 29, 2025Aug 29, 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
go hex reinforcement-learning transformer mcts monte-carlo-tree-search board-games alphazero gumbel-alphazero
Python
•
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
reinforcement-learning deep-reinforcement-learning mcts atari monte-carlo-tree-search muzero
C++
•1•24•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
go machine-learning chess deep-learning mcts human-computer-interaction monte-carlo-tree-search bradley-terry-model human-like-ai
C++
•
GNU General Public License v3.0
•1•7•1•0•Updated Feb 26, 2025Feb 26, 2025
online-fine-tuning-solver
Public
[NeurIPS 2023] An online fine-tuning game solver for 7x7 Killall-Go
go mcts alphazero
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

ProTip! When viewing an organization's repositories, you can use the props. filter to filter by custom property.

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

RLG Lab

All

All

12 repositories

rgsc

minizero

study-LD-RZ

maq

neurips2025-mind-games-efficient-agent-social-deduction-track-rlgaming

neurips2025-mind-games-generalization-track-rlgaming

rlg-tutorial

muzero-decoder

restnet

optionzero

strength-estimator

online-fine-tuning-solver

All

All

Repositories list

12 repositories