rlglab repositories

8 repositories

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++
•
Apache License 2.0
•47•145•1•0•Updated Aug 18, 2026Aug 18, 2026
wallzero
Public
[CG 2026] An AlphaZero-based AI program for playing the game of WallGo
reinforcement-learning deep-reinforcement-learning mcts
reinforcement-learning deep-reinforcement-learning mcts alphazero strategic-analysis wallgo
C++
•0•1•0•0•Updated Jun 15, 2026Jun 15, 2026
minizero-stochastic
Public
MiniZero extension with Stochastic AlphaZero and Stochastic MuZero supported.
reinforcement-learning deep-reinforcement-learning mcts
reinforcement-learning deep-reinforcement-learning mcts monte-carlo-tree-search 2048 alphazero muzero stochastic-environment stochastic-muzero stochastic-alphazero
C++
•1•3•0•0•Updated May 11, 2026May 11, 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
go hex reinforcement-learning
go hex reinforcement-learning deep-reinforcement-learning mcts othello monte-carlo-tree-search alphazero
C++
•0•5•0•0•Updated Mar 23, 2026Mar 23, 2026
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•2•0•0•Updated Aug 29, 2025Aug 29, 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•29•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
•2•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•1•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.

Navigation Menu

RLG Lab

All

8 repositories

minizero

wallzero

minizero-stochastic

rgsc

muzero-decoder

optionzero

strength-estimator

online-fine-tuning-solver

Repositories list

8 repositories