TY - DATA
T1 - Code associated with the publication: What model does MuZero learn?
PY - 2024/12/11
AU - Jinke He
AU - Thomas Moerland
AU - Joery  de Vries
AU - Frans Oliehoek
UR - 
DO - 10.4121/a88194f4-45a5-41ae-9cda-0116b78473e5.v1
KW - Model-based reinforcement learning
KW - AI
KW - MuZero
KW - RL
KW - MBRL
N2 - <p>This Dataset contains the code associated with the research paper "What model does MuZero learn?" published at ECAI 2024.</p><p>Our research aims to study to what extent models learned by MuZero support policy improvement.</p><p>The code here contains scripts to evaluate models learned by MuZero.</p><p>Two files implement our policy evaluation and improvement experiments with common functionalities implemented in base.py.</p><p>The other scripts are for scaling experiments by automatically generating and launching experiment configurations.</p><p>To train MuZero agents, we used https://github.com/YeWR/EfficientZero and https://github.com/werner-duvaud/muzero-general.</p>
ER -