A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.
-
Updated
Dec 25, 2024
#
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
-
Updated
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
-
Updated
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
-
Updated
Dec 25, 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
-
Updated
Dec 15, 2020
Easily train AlphaZero-like agents on any environment you want!
-
Updated
Jan 11, 2024 - Python
MCTS project for Tetris
-
Updated
Oct 9, 2024 - Python
A student implementation of Alpha Go Zero
-
Updated
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
-
Updated
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
-
Updated
Oct 23, 2024 - Jupyter Notebook
Visualization of MCTS algorithm applied to Tic-tac-toe.
-
Updated
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
-
Updated
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
-
Updated
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
-
Updated
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
-
Updated
Mar 9, 2022 - Python
Allie: A UCI compliant chess engine
-
Updated
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
-
Updated
Jun 29, 2024 - Jupyter Notebook
AlphaZero based engine for the game of Go (圍棋/围棋).
-
Updated
Dec 25, 2024 - C++
Improve this page
Add a description, image, and links to the mcts topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the mcts topic, visit your repo's landing page and select "manage topics."