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princeton-nlp /tree-of-thought-llm

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

tree-search large-language-models llm prompting tree-of-thoughts

UpdatedJan 16, 2025
Python

awesome-monte-carlo-tree-search-papers

benedekrozemberczki /awesome-monte-carlo-tree-search-papers

A curated list of Monte Carlo tree search papers with implementations.

learning machine-learning reinforcement-learning deep-learning monte-carlo machine-learning-algorithms q-learning policy-gradient reinforcement-learning-algorithms rl tree-search atari policy-evaluation monte-carlo-tree-search deep-q-learning reinforcement-learning-agent

UpdatedMar 16, 2024
Python

koulanurag /muzero-pytorch

Pytorch Implementation of MuZero

deep-reinforcement-learning planning tree-search model-based-rl

UpdatedJul 23, 2023
Python

cair /deep-rts

A Real-Time-Strategy game for Deep Learning research

game python machine-learning reinforcement-learning ai deep-learning cpp deep-reinforcement-learning artificial-intelligence neural-networks tree-search per-arne

UpdatedMay 16, 2023
C++

initial-h /AlphaZero_Gomoku_MPI

An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku

algorithm tensorflow parallel deep-reinforcement-learning mcts gomoku tree-search tensorlayer alphago mpi4py dirichlet-distribution alphazero alphazero-gomoku

UpdatedFeb 28, 2025
Python

kayjan /bigtree

Tree Implementation and Methods for Python, integrated with list, dictionary, pandas and polars DataFrame.

python tree python3 tree-search tree-traversal data-structures-and-algorithms

UpdatedMar 13, 2025
Python

dgurkaynak /8-puzzle-solver

A web-app that can solve 8-puzzle and visualize the search tree

visualization tree-search 8-puzzle 8-puzzle-solver

UpdatedNov 15, 2024
HTML

OSU-NLP-Group /llm-planning-eval

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

planning tree-search text-to-sql self-correction mathematical-reasoning large-language-models language-agent

UpdatedFeb 23, 2024
Python

lfsimoes /beam_paco__gtoc5

Multi-rendezvous Spacecraft Trajectory Optimization with Beam P-ACO

python beam-search ant-colony-optimization multi-objective-optimization bilevel-optimization spacecraft-trajectories gtoc5 p-aco aco tree-search pykep gtoc

UpdatedDec 27, 2017
Jupyter Notebook

kornelski /vpsearch

C library for finding nearest (most similar) element in a set

knn-search rust-library tree-search

UpdatedJan 16, 2022
Rust

Batch-First

SamRagusa /Batch-First

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.

chess neural-network tensorflow gpu engine numpy llvm jit artificial-intelligence batch convolutional-neural-networks tree-search ann numba jit-compiler chess-ai inception-module tree-pruning negamax-algorithm k-best-first

UpdatedMar 12, 2022
Python

cair /FlashRL

game python machine-learning reinforcement-learning ai deep-learning cpp deep-reinforcement-learning artificial-intelligence neural-networks tree-search reinforcement-learning-environments per-arne

UpdatedAug 6, 2021
Python

cair /deep_maze

game python machine-learning reinforcement-learning ai deep-learning cpp deep-reinforcement-learning artificial-intelligence neural-networks tree-search reinforcement-learning-environments per-arne

UpdatedFeb 6, 2022
Python

TheoKanning /2048-Python-Bot

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.

python bot tree-search 2048

UpdatedJun 19, 2020
Python

sastpg /RFTT

RFTT: Reasoning with Reinforced Functional Token Tuning

reinforcement-learning tree-search reasoning post-training large-language-models

UpdatedMar 16, 2025
Python

martinobdl /MCTS

Implementation of SPW and DPW for Monte Carlo Tree Search in Continuous action/state space

reinforcement-learning openai-gym mcts tree-search monte-carlo-tree-search continous progressive-widening

UpdatedOct 3, 2023
Python

harismuneer /2-3-Tree

🌲 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)

data-structures tree-search two-three-tree balanced-trees b-tree balanced-search-trees datastorage 2-3-tree two-three-trees tree-data-structure open-source-code free-to-use tree-datastructures split-operations rotations-operations datastructures-tasks insert-delete-operations

UpdatedJan 30, 2025
C++

RicardoDominguez /RL-Intro

Introduction to Reinforcement Learning in Python

reinforcement-learning q-learning reinforcement-learning-algorithms sarsa tree-search actor-critic temporal-differencing-learning sarsa-lambda lstdlambda td2 dynaq dyna2

UpdatedOct 17, 2018
Python

AradAshrafi /graphsearchalgorithms_geneticalgorithm_hillclimbing

Implement Algorithms For Graph Search (like A*) & Local Search (like hill climbing algorithms) & Genetics

algorithm genetic-algorithm dfs simulated-annealing tree-search bfs hill-climbing graph-search uniform-cost-search depth-limit-search best-first-search idfs

UpdatedJan 22, 2019
Python

JuliaPOMDP /POMCP.jl

Julia Implementation of the POMCP algorithm for solving POMDPs

pomdps tree-search markov-decision-processes monte-carlo-planning

UpdatedAug 6, 2021
Jupyter Notebook

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