A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.
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Dec 17, 2025
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mcts
Here are 791 public repositories matching this topic...
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
reinforcement-learning deep-learning neural-network tensorflow keras pytorch mcts othello gomoku monte-carlo-tree-search gobang alphago tf alphago-zero alpha-zero alphazero self-play
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Jan 1, 2025 - Jupyter Notebook
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
board-game reinforcement-learning tensorflow pytorch mcts gomoku rl monte-carlo-tree-search self-learning gobang alphago alphago-zero alphazero
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Apr 24, 2024 - Python
MuZero implementation
machine-learning reinforcement-learning deep-learning neural-network deep-reinforcement-learning python3 pytorch gym mcts rl tensorboard residual-network monte-carlo-tree-search self-learning alphago model-based-rl alphazero muzero muzero-general
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Oct 29, 2026 - Python
Ephemeral Workspaces, durable shared history. LayerFS gives every agent a complete, writable filesystem Workspace over shared committed history, without copying the base. Agents work in parallel, commit what changed as deduplicated checkpoints, then branch, rewind or merge. Try it with LayerFS × DSH.
linux rust fuse version-control filesystem sqlite sandbox checkpoint mcts deduplication content-addressable-storage ai-agents copy-on-write llm deepseek agent-infrastructure
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Oct 31, 2026 - Rust
[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)
board-game reinforcement-learning pytorch gym mcts gomoku tictactoe atari alpha-beta-pruning monte-carlo-tree-search continuous-control board-games alphazero self-play mcts-algorithm muzero stochastic-muzero efficientzero sampled-muzero gumbel-muzero
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Oct 15, 2026 - Python
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
survey mcts reasoning cot multimodal system-2 chain-of-thought instruction-tuning large-vision-language-model multimodal-large-language-models multimodal-chain-of-thought openai-o1 slow-thinking deepseek-r1 mllm-reasoning
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Oct 3, 2026 - TeX
Personal notes about scientific and research works on "Decision-Making for Autonomous Driving"
reinforcement-learning bibliography end-to-end decision-making prediction planning intention mdp mcts game-theory behavioral-cloning interaction risk-assessment imitation-learning inverse-reinforcement-learning pomdp decision-making-under-uncertainty carla model-based-reinforcement-learning belief-planning
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Dec 15, 2020
Easily train AlphaZero-like agents on any environment you want!
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Jan 11, 2024 - Python
MCTS project for Tetris
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Oct 9, 2024 - Python
Experimental scenario analysis for real-life events forecasting with Codex or Claude
stock-market mcts forecasting monte-carlo-simulation decision-support codex claude stock-market-prediction scenario-analysis local-first risk-modeling market-simulation market-forecasting agent-tools geopolitical-risk
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Apr 28, 2026 - Python
A Deep Learning UCI-Chess Variant Engine written in C++ & Python 🦜
python open-source machine-learning chess-engine deep-learning mxnet artificial-intelligence mcts gluon lichess convolutional-neural-network alphago python-chess alphazero crazyhouse mcgs
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Mar 2, 2026 - Jupyter Notebook
SE-Agent is a self-evolution framework for LLM Code agents. It enables trajectory-level evolution to exchange information across reasoning paths via Revision, Recombination, and Refinement, expanding the search space and escaping local optima. On SWE-bench Verified, it achieves SOTA performance
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Sep 23, 2025 - Python
A student implementation of Alpha Go Zero
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Aug 1, 2018 - Python
Visualization of MCTS algorithm applied to Tic-tac-toe.
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Aug 25, 2021 - JavaScript
MCP-native security automation workbench (SDK + CLI + MCP) — authorized testing + static AI/MCP attack-surface self-audit to SARIF / GitHub Code Scanning
python cli automation sdk mcp active-directory knowledge-graph penetration-testing mcts kerberos nuclei vulnerability-scanners red-team sarif security-tools c2 docker-sandbox lateral-movement ai-powered llm
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Sep 17, 2026 - Python
A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
reinforcement-learning keras mcts hyperparameter-optimization evolutionary-algorithms nas monte-carlo-tree-search hyperparameter-tuning automl neural-architecture-search nasnet enas autodl
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Apr 20, 2026 - Python
A pytorch tutorial for DRL(Deep Reinforcement Learning)
deep-reinforcement-learning pytorch dqn mcts uct c51 iqn hedge ppo a2c gail counterfactual-regret-minimization qr-dqn random-network-distillation soft-actor-critic self-imitation-learning
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Apr 24, 2023 - Jupyter Notebook
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
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