muzero

There are 7 repositories under muzero topic.

werner-duvaud / muzero-general
MuZero
muzero reinforcement-learning alphazero pytorch python3 self-learning monte-carlo-tree-search deep-learning deep-reinforcement-learning neural-network model-based-rl rl muzero-general tensorboard gym mcts alphago residual-network machine-learning
Language:Python 2390
opendilab / LightZero
[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios
alpha-beta-pruning alphazero atari board-games continuous-control gomoku monte-carlo-tree-search muzero pytorch reinforcement-learning tictactoe efficientzero sampled-muzero mcts mcts-algorithm board-game gym self-play stochastic-muzero gumbel-muzero
Language:Python 890
huawei-noah / xingtian
xingtian is a componentized library for the development and verification of reinforcement learning algorithms
impala dqn ppo muzero qmix reinforcement-learning-algorithms
Language:Python 303
johan-gras / MuZero
A structured implementation of MuZero
muzero world-models reinforcement-learning tensorflow
Language:Python 201
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.
muzero alphazero reinforcement-learning tensorflow tensorflow2 mcts tf2 deep-learning deep-reinforcement-learning
Language:Jupyter Notebook 145
yenw / computer-go-dataset
datasets for computer go
computer-go go sgf tygem computer-go-dataset alphago alphazero muzero fineart leelazero golaxy minigo elf-opengo phoenixgo
Language:C++ 144
Zeta36 / muzero
A simple implementation of MuZero algorithm for connect4 game
muzero python pytorch deepmind jupyter-notebook
Language:Jupyter Notebook 91
Hwhitetooth / jax_muzero
An implementation of MuZero in JAX.
reinforcement-learning deep-learning deep-reinforcement-learning model-based-reinforcement-learning muzero jax
Language:Python 48
DHDev0 / Stochastic-muzero
Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations.
arxiv-papers machine-learning offline-reinforcement-learning online-reinforcement-learning muzero-stochastic stochastic-muzero deep-reinforcement-learning gym-environments lstm monte-carlo-tree-search muzero pytorch resnetv2 rl transformer multilayer-perceptron
Language:Python 44
rlglab / minizero
MiniZero: An AlphaZero and MuZero Training Framework
alphazero deep-reinforcement-learning gumbel-alphazero gumbel-muzero mcts muzero monte-carlo-tree-search atari board-games go gomoku hex nogo othello outer-open-gomoku tictactoe killall-go reinforcement-learning
Language:C++ 43
hr0nix / omega
A number of agents (PPO, MuZero) with a Perceiver-based NN architecture that can be trained to achieve goals in nethack/minihack environments.
jax minihack model-based-reinforcement-learning model-based-rl muzero nethack reinforcement-learning flax rlax mcts
Language:Python 37
tuero / muzero-cpp
A C++ pytorch implementation of MuZero
cpp pytorch machine-learning reinforcement-learning mcts alphazero muzero libtorch
Language:C++ 29
sail-sg / rosmo
Codes for "Efficient Offline Policy Optimization with a Learned Model", ICLR2023
atari model-based-rl muzero offline-reinforcement-learning reinforcement-learning rl-unplugged jax dm-haiku arcade-learning-environment bsuite model-based-reinforcement-learning muzero-unplugged offline-rl
Language:Python 26
michaelnny / muzero
A PyTorch implementation of DeepMind's MuZero agent
alphazero model-based-rl muzero pytorch reinforcement-learning
Language:Python 23
DHDev0 / Muzero-unplugged
Pytorch Implementation of MuZero Unplugged for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations.
deep-learning deep-reinforcement-learning gym lstm machine-learning neural-network python3 pytorch reinforcement-learning transformer arxiv arxiv-papers gym-environments monte-carlo-tree-search muzero resnetv1 resnetv2 rl muzero-unplugged
Language:Python 21
chappie.ai
bellerb / chappie.ai
Generalized AI to perform a multitude of tasks written in python3
ml ai muzero mcts chess-ai pytorch attention-mechanism transformer perceiverio perceiver python3
Language:Jupyter Notebook 20
DHDev0 / Muzero
Pytorch Implementation of MuZero for gym environment. It support any Discrete , Box and Box2D configuration for the action space and observation space.
arxiv arxiv-papers deep-learning deep-reinforcement-learning machine-learning monte-carlo-tree-search muzero neural-network python3 pytorch reinforcement-learning resnetv1 resnetv2 rl gym gym-environments lstm transformer
Language:Python 16
Itomigna2 / Muesli-lunarlander
Muesli RL algorithm implementation (PyTorch) (LunarLander-v2)
colab reinforcement-learning deep-learning lunarlander-v2 model-based-rl muesli muzero
Language:Jupyter Notebook 13
rystrauss / dopamax
Reinforcement learning in pure JAX.
dqn jax podracer ppo reinforcement-learning anakin dopamax alphazero mcts muzero brax
Language:Python 10
benborder / drla
C++ Deep Reinforcement Learning Agent library
cpp deep-reinforcement-learning dreamer libtorch muzero ppo pytorch reinforcement-learning
Language:C++ 6
CogitoNTNU / MuZero
An implementation of the MuZero algorithm by Google Deepmind. Research paper here: https://arxiv.org/abs/1911.08265
muzero
Language:Python 5
hayashimasa / Robust_MuZero
A robust variant of MuZero
deep-reinforcement-learning muzero robust-control pytorch
Language:Python 5
jianzhnie / RLZero
A clean and easy implementation of MuZero, AlphaZero and Self-Play reinforcement learning algorithms for any game.
alpha-zero mcts muzero reinforcement-learning self-play multi-agent
Language:Python 4
BIGBALLON / Toward-AGZ
Materials for AlphaGo
alphago alphago-zero artificial-intelligence deep deep-learning muzero
3
seawee1 / efficientalphazero
AlphaZero for singleplayer environments implemented efficiently using Ray
alphago alphazero mcts muzero ray
Language:Python 3
abrahamabel / Muzero-GDM_Pseudo_Code
A Notebook implementation of the Pseudocode from the original Muzero paper
jupyter-notebook mcts muzero python muzero-pseudocode
Language:Jupyter Notebook 1
AntoniovanDijck / BlackJackRL
Deep Q Learning blackbox strategies for casino games
blackjack deep-learning deep-neural-networks deep-q-network deep-reinforcement-learning machine-learning mlx muzero q-learning-algorithm reinforcement-learning reinforcement-learning-algorithms rlx tensorflow torch
Language:Jupyter Notebook 1
Atze00 / muzero-cartpole
muzero replay cartpole reinforcement-learning
Language:Python 1
benborder / drla-atari
Trains deep reinforcement learning agents in Atari environments via the DRLA library.
atari cpp deep-reinforcement-learning dreamer libtorch muzero ppo pytorch reinforcement-learning
Language:C++ 1
expz / muzero-ray
MuZero for Atari implemented using the ray library.
muzero atari ray
Language:Python 1
mdhiebert / meta-minichess
Meta-learning experiments for the game of minichess and related rule variants.
alphazero gym-minichess meta-learning meta-minichess minichess muzero
Language:Python 1
svenssona / muzero
Learning how muzero works
muzero reinforcement-learning
Language:Jupyter Notebook 1
GenesisZero
abrahamabel / GenesisZero
GenesisZERO : potential applications for MCTS agents with LLMs for Sequential decision-making
alphazero deep-reinforcement-learning gym gym-environment large-language-models llm llm-agent llms mcts-algorithm monte-carlo-tree-search muzero muzero-stochastic reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms stochastic-muzero
0
benborder / drla-sim
Trains a deep reinforcement learning agent in simulation testbed environments with the DRLA library.
cartpole connect4 cpp deep-reinforcement-learning dreamer libtorch muzero ppo pytorch reinforcement-learning
Language:C++ 0
ChukwumaChukwuma / enyimba_ai
Applying AlphaZero Self-Play Tactics to LLaMA for Enhanced Chatbot Interaction
ai alphazero artificial-intelligence chatbot generative-ai llama2 llms machine-learning muzero natural-language-processing policy-evaluation prompt-engineering reinforcement-learning rlhf strategy
Language:Python 0
liudengfeng / mrlxq
muzero Algorithm Reinforcement Learning for Chinese XiangQi
muzero ray reinforcement-learning rllib xiqngqi
Language:Python