[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
A Real-Time-Strategy game for Deep Learning research
An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku
Tree Implementation and Methods for Python, integrated with list, dictionary, pandas and polars DataFrame.
A web-app that can solve 8-puzzle and visualize the search tree
[ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"
C library for finding nearest (most similar) element in a set
Multi-rendezvous Spacecraft Trajectory Optimization with Beam P-ACO
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.
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.
Implementation of SPW and DPW for Monte Carlo Tree Search in Continuous action/state space
🌲 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)
Introduction to Reinforcement Learning in Python
Implement Algorithms For Graph Search (like A*) & Local Search (like hill climbing algorithms) & Genetics
Julia Implementation of the POMCP algorithm for solving POMDPs
A Python wrapper for the lightning fast fast3tree library, a BSP tree implementation written by Peter Behroozi.
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