[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models
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Jan 16, 2025 - Python
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tree-search
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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
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Mar 16, 2024 - Python
Pytorch Implementation of MuZero
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Jul 23, 2023 - Python
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
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Feb 28, 2025 - Python
Tree Implementation and Methods for Python, integrated with list, dictionary, pandas and polars DataFrame.
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Sep 26, 2025 - Python
[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
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Feb 23, 2024 - Python
RFTT: Reasoning with Reinforced Functional Token Tuning
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Jun 12, 2025 - Python
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
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Mar 12, 2022 - Python
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.
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Jun 19, 2020 - Python
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
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Oct 3, 2023 - Python
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
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Oct 17, 2018 - Python
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
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Jan 22, 2019 - Python
Deep Learning Assisted Heuristic Tree Search for the Container Pre-marshalling Problem
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Nov 26, 2019 - Python
A Simulator for complex logistic environments
game python machine-learning reinforcement-learning ai deep-learning cpp deep-reinforcement-learning artificial-intelligence neural-networks tree-search reinforcement-learning-environments per-arne
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Feb 20, 2022 - Python
Exercises for AGH UST "Introduction to AI" course to practice state space search algorithms
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Feb 26, 2023 - Python
The official PyTorch implementation for the Guided by Gut: Efficient Test-Time Scaling with Reinforced Intrinsic Confidence
efficient tree-search gg prm self-consistency confidence dvts rl-training llm inference-time-compute grpo test-time-scaling guided-by-gut
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Jun 9, 2025 - Python
Manipulating trees
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Apr 20, 2020 - Python
AI for the game "Connect Four". Available on PyPI.
monte-carlo artificial-intelligence connect-four puissance-4 tree-search ucb uct ai-bots monte-carlo-tree-search ai-players game-ai upper-confidence-bounds ai-opponents connect4 artificial-intelligence-algorithms puissance4 ai-agents connect-4 game-artificial-intelligence connect4-game
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Sep 25, 2025 - Python
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