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

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

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