A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.
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Dec 24, 2024
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mcts
Here are 384 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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Jun 6, 2024 - 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
[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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Dec 24, 2024 - Python
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
A student implementation of Alpha Go Zero
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Aug 1, 2018 - 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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Jul 19, 2024 - 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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Oct 23, 2024 - Jupyter Notebook
Visualization of MCTS algorithm applied to Tic-tac-toe.
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Aug 25, 2021 - JavaScript
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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Jan 20, 2020 - Python
A clean implementation of MuZero and AlphaZero following the AlphaZero General framework. Train and Pit both algorithms against each other, and investigate reliability of learned MuZero MDP models.
reinforcement-learning deep-learning tensorflow deep-reinforcement-learning tf2 mcts alphazero tensorflow2 muzero
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Mar 28, 2021 - Jupyter Notebook
Reinforcement learning models in ViZDoom environment
agent learning reinforcement-learning pytorch doom behavior-tree mcts vizdoom reinforcement ppo doomnet-track1
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Mar 9, 2022 - Python
Allie: A UCI compliant chess engine
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Apr 8, 2021 - C++
Research project: create a chess engine using Deep Reinforcement Learning
machine-learning chess-engine chess reinforcement-learning ai deep-learning neural-network deep-reinforcement-learning artificial-intelligence mcts neural-networks alphazero
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Jun 29, 2024 - Jupyter Notebook
AlphaZero based engine for the game of Go (圍棋/围棋).
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Dec 22, 2024 - C++
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