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hijkzzz /Awesome-LLM-Strawberry

A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.

reinforcement-learning mathematics coding mcts strawberry llm chain-of-thought openai-o1

UpdatedMar 14, 2025

suragnair /alpha-zero-general

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

UpdatedJan 1, 2025
Jupyter Notebook

junxiaosong /AlphaZero_Gomoku

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

UpdatedApr 24, 2024
Python

werner-duvaud /muzero-general

MuZero

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

UpdatedSep 3, 2024
Python

opendilab /LightZero

[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

UpdatedMar 18, 2025
Python

zzli2022 /Awesome-System2-Reasoning-LLM

Latest Advances on System-2 Reasoning

benchmark mcts rl reasoning r1 prm o3 o1 slow-fast system-2 self-improve macro-action

UpdatedMar 16, 2025
Python

chauvinSimon /My_Bibliography_for_Research_on_Autonomous_Driving

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

UpdatedDec 15, 2020

s-casci /tinyzero

Easily train AlphaZero-like agents on any environment you want!

reinforcement-learning mcts alphazero

UpdatedJan 11, 2024
Python

hrpan /tetris_mcts

MCTS project for Tetris

game reinforcement-learning deep-learning tetris mcts tetris-bots

UpdatedOct 9, 2024
Python

dylandjian /SuperGo

A student implementation of Alpha Go Zero

machine-learning reinforcement-learning python3 pytorch mcts alphago alphago-zero

UpdatedAug 1, 2018
Python

DataCanvasIO /Hypernets

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

UpdatedJul 19, 2024
Python

CrazyAra

QueensGambit /CrazyAra

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

UpdatedMar 12, 2025
Jupyter Notebook

vgarciasc /mcts-viz

Visualization of MCTS algorithm applied to Tic-tac-toe.

visualization mcts tictactoe p5js

UpdatedAug 25, 2021
JavaScript

sungyubkim /Deep_RL_with_pytorch

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

UpdatedApr 24, 2023
Jupyter Notebook

initial-h /AlphaZero_Gomoku_MPI

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

UpdatedFeb 28, 2025
Python

thuxugang /doudizhu

AI斗地主

reinforcement-learning ai card-game dqn mcts doudizhu

UpdatedJun 13, 2018
Python

kaesve /muzero

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

UpdatedMar 28, 2021
Jupyter Notebook

zjeffer /chess-deep-rl

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

UpdatedJun 29, 2024
Jupyter Notebook

akolishchak /doom-net-pytorch

Reinforcement learning models in ViZDoom environment

agent learning reinforcement-learning pytorch doom behavior-tree mcts vizdoom reinforcement ppo doomnet-track1

UpdatedMar 9, 2022
Python

PuYuuu /vehicle-interaction-decision-making

The decision-making of multiple vehicles at intersection bases on level-k game and MCTS

mcts game-theory level-k

UpdatedJan 24, 2025
C++

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