Bayesian Q-learning With Imperfect Expert Demonstrations

Fengdi Che, Xiru Zhu, Doina Precup +2

Guided exploration with expert demonstrations improves data efficiency for reinforcement learning, but current algorithms often overuse expert information. We propose a novel algor…