[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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Jan 13, 2026 - Python
Pytorch Implementation of MuZero
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Jul 23, 2023 - Python
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
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May 16, 2023 - C++
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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May 9, 2026 - Python
A web-app that can solve 8-puzzle and visualize the search tree
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Nov 15, 2024 - HTML
[ICML 2026] Decoding Tree Sketching (DTS): a training-free & model agonistic & plug-in framework for LLM parallel reasoning.
entropy decoding tree-search reasoning phi huggingface-transformers large-language-models chain-of-thought vllm training-free qwen deepseek large-reasoning-models test-time-scaling inference-time-scaling parallel-thinking varentropy
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May 12, 2026 - 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
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
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Dec 27, 2017 - Jupyter Notebook
🌳 MCTS-inspired parallel beam search for conversation optimization. Explore multiple dialogue strategies simultaneously, stress-test against diverse user personas, score with multi-judge consensus, and discover winning conversation paths that single-shot LLMs miss.
python websocket openai mcts asyncio game-theory beam-search tree-search multi-agent-systems ai-agents dialogue-generation conversational-ai pydantic fastapi llm prompt-engineering openrouter llm-evaluation gpt-researcher deep-research
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Jan 18, 2026 - Python
C library for finding nearest (most similar) element in a set
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Oct 8, 2025 - Rust
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
RFTT: Reasoning with Reinforced Functional Token Tuning
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Feb 12, 2026 - Python
ConDB: The KV-Cache Native Context Database
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May 11, 2026 - 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
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
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