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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

Updated Sep 3, 2024
Python

opendilab / LightZero

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[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)

Updated Jan 8, 2026
Python

huawei-noah / xingtian

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xingtian is a componentized library for the development and verification of reinforcement learning algorithms

impala dqn reinforcement-learning-algorithms ppo muzero qmix

Updated Sep 12, 2023
Python

johan-gras / MuZero

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A structured implementation of MuZero

reinforcement-learning tensorflow world-models muzero

Updated Jun 4, 2022
Python

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.

machine-learning deep-reinforcement-learning pytorch transformer lstm rl monte-carlo-tree-search multilayer-perceptron gym-environments muzero arxiv-papers offline-reinforcement-learning resnetv2 online-reinforcement-learning stochastic-muzero muzero-stochastic

Updated Dec 31, 2025
Python

Hwhitetooth / jax_muzero

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An implementation of MuZero in JAX.

reinforcement-learning deep-learning deep-reinforcement-learning jax model-based-reinforcement-learning muzero

Updated Nov 8, 2022
Python

hr0nix / omega

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A number of agents (PPO, MuZero) with a Perceiver-based NN architecture that can be trained to achieve goals in nethack/minihack environments.

reinforcement-learning nethack mcts flax model-based-rl jax model-based-reinforcement-learning muzero minihack rlax

Updated Sep 19, 2022
Python

michaelnny / muzero

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A PyTorch implementation of DeepMind's MuZero agent

reinforcement-learning pytorch model-based-rl alphazero muzero

Updated Dec 1, 2023
Python

DHDev0 / Muzero-unplugged

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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.

machine-learning reinforcement-learning deep-learning neural-network deep-reinforcement-learning python3 pytorch transformer lstm gym rl arxiv monte-carlo-tree-search gym-environments muzero arxiv-papers resnetv2 resnetv1 muzero-unplugged

Updated Jun 25, 2025
Python

sail-sg / rosmo

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Codes for "Efficient Offline Policy Optimization with a Learned Model", ICLR2023

reinforcement-learning atari arcade-learning-environment model-based-rl jax model-based-reinforcement-learning bsuite muzero dm-haiku offline-rl offline-reinforcement-learning rl-unplugged muzero-unplugged

Updated Jul 18, 2023
Python

DHDev0 / Muzero

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Pytorch Implementation of MuZero for gym environment. It support any Discrete , Box and Box2D configuration for the action space and observation space.