[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models
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Updated
Jun 22, 2024 - Python
[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models
A curated list of Monte Carlo tree search papers with implementations.
Pytorch Implementation of MuZero
An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku
A web-app that can solve 8-puzzle and visualize the search tree
A Real-Time-Strategy game for Deep Learning research
🌲 A C++ implementation of all functionalities (insertion, deletion, search etc) of a 2-3 (two-three) Tree using Rotation, Split and Merge operations. (Please share if you find any bug in the code)
Tree Implementation and Methods for Python, integrated with list, dictionary, pandas and polars DataFrame.
A 2048 Bot written in Python using an adversarial search algorithm. Uses screen grabbing to determine the game state and a basic tree search to calculate moves.
Multi-rendezvous Spacecraft Trajectory Optimization with Beam P-ACO
Implement Algorithms For Graph Search (like A*) & Local Search (like hill climbing algorithms) & Genetics
Julia Implementation of the POMCP algorithm for solving POMDPs
C library for finding nearest (most similar) element in a set
A JIT compiled chess engine which traverses the search tree in batches in a best-first manner, allowing for neural network batching, asynchronous GPU use, and vectorized CPU computations.
Introduction to Reinforcement Learning in Python
R package for phylogenetic tree search under custom optimality criteria
Implementation of SPW and DPW for Monte Carlo Tree Search in Continuous action/state space
[ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"
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