University of Washington; University of Florida; Carnegie Mellon University; Microsoft Research
Yining Wang, Ruosong Wang, Simon Du, Akshay Krishnamurthy
reinforcement learning;optimism;exploration;function approximation;theory;regret analysis;provable sample efficiency
Optimism in Reinforcement Learning with Generalized Linear Function Approximation