tree-search

There are 1 repository under tree-search topic.

princeton-nlp / tree-of-thought-llm
[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models
large-language-models llm prompting tree-of-thoughts tree-search
Language:Python 5557
awesome-monte-carlo-tree-search-papers
benedekrozemberczki / awesome-monte-carlo-tree-search-papers
A curated list of Monte Carlo tree search papers with implementations.
tree-search learning machine-learning deep-learning monte-carlo monte-carlo-tree-search reinforcement-learning reinforcement-learning-agent atari rl machine-learning-algorithms deep-q-learning q-learning reinforcement-learning-algorithms policy-gradient policy-evaluation
Language:Python 686
koulanurag / muzero-pytorch
Pytorch Implementation of MuZero
deep-reinforcement-learning model-based-rl planning tree-search
Language:Python 351
cair / deep-rts
A Real-Time-Strategy game for Deep Learning research
ai artificial-intelligence cpp deep-learning deep-reinforcement-learning game machine-learning neural-networks per-arne python reinforcement-learning tree-search
Language:C++ 234
initial-h / AlphaZero_Gomoku_MPI
An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku
alphazero alphazero-gomoku parallel mpi4py tensorflow alphago mcts gomoku tensorlayer tree-search algorithm deep-reinforcement-learning dirichlet-distribution
Language:Python 210
kayjan / bigtree
Tree Implementation and Methods for Python, integrated with list, dictionary, pandas and polars DataFrame.
python python3 tree data-structures-and-algorithms tree-search tree-traversal
Language:Python 186
dgurkaynak / 8-puzzle-solver
A web-app that can solve 8-puzzle and visualize the search tree
8-puzzle 8-puzzle-solver tree-search visualization
Language:HTML 94
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"
language-agent large-language-models mathematical-reasoning planning self-correction text-to-sql tree-search
Language:Python 54
lfsimoes / beam_paco__gtoc5
Multi-rendezvous Spacecraft Trajectory Optimization with Beam P-ACO
beam-search ant-colony-optimization multi-objective-optimization bilevel-optimization spacecraft-trajectories gtoc5 python p-aco aco tree-search pykep gtoc
Language:Jupyter Notebook 38
kornelski / vpsearch
C library for finding nearest (most similar) element in a set
knn-search rust-library tree-search
Language:Rust 32
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 chess-ai neural-network artificial-intelligence convolutional-neural-networks inception-module ann tensorflow tree-search tree-pruning jit-compiler jit numba llvm negamax-algorithm engine k-best-first gpu numpy batch
Language:Python 29
cair / FlashRL
game python machine-learning reinforcement-learning reinforcement-learning-environments ai deep-learning cpp deep-reinforcement-learning artificial-intelligence neural-networks tree-search per-arne
Language:Python 27
cair / deep_maze
game python machine-learning reinforcement-learning reinforcement-learning-environments ai deep-learning cpp deep-reinforcement-learning artificial-intelligence neural-networks tree-search per-arne
Language:Python 24
sastpg / RFTT
RFTT: Reasoning with Reinforced Functional Token Tuning
large-language-models post-training reasoning reinforcement-learning tree-search
Language:Python 24
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.
2048 bot python tree-search
Language:Python 20
martinobdl / MCTS
Implementation of SPW and DPW for Monte Carlo Tree Search in Continuous action/state space
mcts openai-gym reinforcement-learning continous progressive-widening tree-search monte-carlo-tree-search
Language:Python 17
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)
two-three-tree two-three-trees 2-3-tree tree-data-structure balanced-search-trees b-tree data-structures open-source-code free-to-use tree-datastructures split-operations rotations-operations datastructures-tasks insert-delete-operations tree-search datastorage balanced-trees
Language:C++ 14
RicardoDominguez / RL-Intro
Introduction to Reinforcement Learning in Python
reinforcement-learning reinforcement-learning-algorithms sarsa sarsa-lambda q-learning temporal-differencing-learning td2 lstdlambda actor-critic dynaq tree-search dyna2
Language:Python 13
AradAshrafi / graphsearchalgorithms_geneticalgorithm_hillclimbing
Implement Algorithms For Graph Search (like A*) & Local Search (like hill climbing algorithms) & Genetics
graph-search tree-search algorithm genetic-algorithm dfs bfs idfs uniform-cost-search best-first-search depth-limit-search hill-climbing simulated-annealing
Language:Python 12
JuliaPOMDP / POMCP.jl
Julia Implementation of the POMCP algorithm for solving POMDPs
tree-search pomdps markov-decision-processes monte-carlo-planning
Language:Jupyter Notebook 12
yymao / fast3tree
A Python wrapper for the lightning fast fast3tree library, a BSP tree implementation written by Peter Behroozi.
bsp-tree fast3tree python tree-search
Language:C 12
ahottung / DLTS
Deep Learning Assisted Heuristic Tree Search for the Container Pre-marshalling Problem
deep-learning dlts heuristics optimization tree-search
Language:Python 11
cair / rl
game python machine-learning reinforcement-learning reinforcement-learning-environments ai deep-learning cpp deep-reinforcement-learning artificial-intelligence neural-networks tree-search
Language:C++ 11
cair / deep-warehouse
A Simulator for complex logistic environments
game python machine-learning reinforcement-learning reinforcement-learning-environments ai deep-learning cpp deep-reinforcement-learning artificial-intelligence neural-networks tree-search per-arne
Language:Python 9
reugn / gravity
An efficient Java substring search library
java string-matching string-search exact-string-matching tree-search substring-search trie
Language:Java 9
aI-lab-glider / ai-course-state-space-search
Exercises for AGH UST "Introduction to AI" course to practice state space search algorithms
ai python tree-search
Language:Python 8
TreeSearch
ms609 / TreeSearch
R package for phylogenetic tree search under inapplicable-corrected parsimony and custom optimality criteria
tree-search phylogenetics morphological-analysis research-tool bioinformatics r-package
Language:R 8
bsamseth / Goldfish
Goldfish - Stockfish's very distant and not so bright cousin - a UCI chess engine
chess-engine chess engine alpha-beta-pruning tree-search cpp lichess uci-chess-engine
Language:Rust 7
fontanf / treesearchsolver
A solver based on heuristic tree search
tree-search
Language:C++ 7
jmcph4 / jcrl
A library of fundamental algorithms and data structures written in C
adt data-structures algorithms fundamental-algorithms compsci c abstraction reference-implementation library list stack queue multiset set tree graph hypergraph discrete-mathematics tree-search sorting-algorithms
Language:C 7
JuYanYan / AA-Tree
AATree, Binary Balanced Search Trees. A simple way to make it.
cpp search-algorithm tree-search
Language:C++ 7
shajara
kariminf / shajara
Manipulating trees
decision-trees tree-search tree-structure trees treeview
Language:Python 7
ktnr / TwoStepBranchingProcedure
Nested branch-and-bound algorithm to solve two-dimensional orthogonal packing problems
algorithm bin-packing-problem branch-and-bound knapsack-problem operations-research packing-algorithm tree-search
Language:C++ 7
nizamiza / self-balancing-trees
Implementations of AVL and 2-3 trees
2-3-tree avl avl-tree bst binary-search-tree c data-structures computer-science tree-search tree-insert two-three-tree
Language:C 7
cpaxton / grid_planning
Integrated task and motion planning using grounded actions learned from observing expert demonstrations.
motion-planning lfd robotics wam ros machine-learning cross-entropy tree-search
Language:C++ 6
Agora-Lab-AI / HPSA
This paper introduces a theoretical framework for a revolutionary search algorithm that achieves unprecedented speed through a combination of probabilistic data structures, intelligent data partitioning, and a novel hierarchical index structure.
bfs dfs search search-algorithm search-engine-optimization tree-search
Language:Python 5