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

datasets for computer go

[IEEE TAI] Interpretable MuZero with a decoder that reconstructs observations from hidden states for demystifying planning

An implementation of the MuZero algorithm by Google Deepmind.

[IEEE ToG] MiniZero: An AlphaZero and MuZero Training Framework

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.

[ICLR 2025 Oral] OptionZero: A method for autonomously discovering and utilizing options in the MuZero algorithm

Reinforcement learning in pure JAX.

A clean and easy implementation of MuZero, AlphaZero and Self-Play reinforcement learning algorithms for any game.

MuZero

MuZero - tic-tac-toe

A C++ pytorch implementation of MuZero

Trains a deep reinforcement learning agent in simulation testbed environments with the DRLA library.

Trains deep reinforcement learning agents in Atari environments via the DRLA library.

C++ Deep Reinforcement Learning Agent library

Deep Q Learning blackbox strategies for casino games

Muesli RL algorithm implementation (PyTorch) (LunarLander-v2)

A Notebook implementation of the Pseudocode from the original Muzero paper

Applying AlphaZero Self-Play Tactics to LLaMA for Enhanced Chatbot Interaction