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suragnair/alpha-zero-general

A clean implementation of the AlphaZero algorithm for playing various games like Othello, Gomoku, and TicTacToe.

4.4K
Archived
Jupyter Notebook
Reinforcement Learning
Tutorials & Courses
PyTorch
#alphazero#reinforcement-learning#game-ai

junxiaosong/AlphaZero_Gomoku

An implementation of the AlphaZero algorithm for the classic board game Gomoku (Five in a Row)

3.6K
Archived
Python
Reinforcement Learning
Board Games
PyTorch
#alphago#mcts#monte-carlo-tree-search

werner-duvaud/muzero-general

An implementation of the MuZero reinforcement learning algorithm for general-purpose use cases.

2.8K
Archived
Python
Agents & Orchestration
CLI Tools
PyTorch
#reinforcement-learning#monte-carlo-tree-search#deep-learning

google-deepmind/mctx

A JAX-based library for Monte Carlo tree search, a reinforcement learning technique useful for AI agents.

2.6K
Stable
Python
Reinforcement Learning
JAX
#jax#monte-carlo-tree-search#reinforcement-learning

opendilab/LightZero

A powerful benchmark for Monte Carlo Tree Search in sequential decision-making scenarios.

1.5K
Active
Python
Reinforcement Learning
Testing
PyTorch
#mcts#reinforcement-learning#monte-carlo-tree-search

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