monte-carlo-tree-search

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

Optimizing inference proxy for LLMs

MuZero

Monte Carlo tree search in JAX

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)

A tool for retrosynthetic planning

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

A Hearthstone AI based on Monte Carlo tree search and neural nets written in modern C++.

LLM verified with Monte Carlo Tree Search

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

Plug-and-play tree search for agents

Board game AI implementations using Monte Carlo Tree Search

A pytorch based Gomoku game model. Alpha Zero algorithm based reinforcement Learning and Monte Carlo Tree Search model.

A novel parallel UCT algorithm with linear speedup and negligible performance loss.

MiniZero: An AlphaZero and MuZero Training Framework

Animal Fight Chess Game（斗兽棋） written in rust.

fast + parallel AlphaZero in JAX

Project of Siggraph Asia 2020 paper: Scene Mover: Automatic Move Planning for Scene Arrangement by Deep Reinforcement Learning

Deep active inference agents using Monte-Carlo methods