Department of Electrical and Computer Engineering, University of California, Los Angeles, Los Angeles, CA 90095; Department of Computer Science, Johns Hopkins University, Baltimore, MD 21218
Jingfeng Wu, Vladimir Braverman, Lin Yang
RL;multi-objective;sample complexity;unsupervised exploration
Accommodating Picky Customers: Regret Bound and Exploration Complexity for Multi-Objective Reinforcement Learning