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10 search results found

Muzero General ⭐ 2,203

Awesome Monte Carlo Tree Search Papers ⭐ 537

A curated list of Monte Carlo tree search papers with implementations.

The recommendation engine for Python software stacks and Dependency Monkey in project Thoth.

A Python library for Robotic Information Gathering

SANNet Neural Network Framework

Single Player Mcts ⭐ 15

🌳 Python implementation of single-player Monte-Carlo Tree Search.

Stochastic Muzero ⭐ 14

Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations.

2048 Solver ⭐ 11

A set of AIs for the 2048 tile-merging game. Includes an expectimax strategy that reaches 16384 with 34.6% success and an ML model trained with temporal difference learning.

Reinforcement Learning In Tsumego ⭐ 6

利用强化学习、基于蒙特卡洛树搜索的UCT算法解决围棋死活题问题。Inplement improved Reinforcement Learning and UCT algorithms (based on Monte Carlo Tree Search) on Go/Tsumego problems

Pytorch Implementation of MuZero for gym environment. It support any Discrete , Box and Box2D configuration for the action space and observation space.

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