Popular GitHub Repositories for Mcts

A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 ? and reasoning techniques.

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)

Latest Advances on System-2 Reasoning

Easily train AlphaZero-like agents on any environment you want!

MCTS project for Tetris

A student implementation of Alpha Go Zero

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

A Deep Learning UCI-Chess Variant Engine written in C++ & Python :parrot:

A pytorch tutorial for DRL(Deep Reinforcement Learning)

An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku

AI斗地主

Research project: create a chess engine using Deep Reinforcement Learning

Reinforcement learning models in ViZDoom environment

fast + parallel AlphaZero in JAX

This is a repo for showcasing using MCTS with LLMs to solve gsm8k problems

A number of agents (PPO, MuZero) with a Perceiver-based NN architecture that can be trained to achieve goals in nethack/minihack environments.

[ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems

Awesome LLM papers, news and projects about learning to reason with LLM, OpenAI o1, reasonning techniques, chain-of-thought (COT), Large Language Model, Straberry

A general purpose game playing A.I. framework based on the Monte Carlo tree search algorithm.