Popular GitHub Repositories for Tree Search

[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Pytorch Implementation of MuZero

A Real-Time-Strategy game for Deep Learning research

An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku

Benchmark suite for active learning (with surrogate models) in scientific discovery, featuring standardised tasks in materials science and biology ??

[ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"

Monte Carlo tree search (MCTS) for Elixir.

A Python-based chess-like board game featuring advanced AI strategies including Minimax and Alpha-Beta pruning algorithms. Implements both offensive and defensive heuristics with performance metrics tracking and GUI visualization using Pygame.