Expressive Modeling Is Insufficient for Offline RL: A Tractable Inference Perspective.

Xuejie Liu Anji Liu Guy Van den Broeck Yitao Liang

Published in: CoRR (2023)

Keyphrases

reinforcement learning
bayesian networks
probabilistic modeling
dynamic bayesian networks
multi agent
machine learning
computational complexity
state space
belief networks
special case
mobile robot
np complete
bayesian inference
modeling language
inference engine
decision theoretic
structured prediction