Stanford University; Microsoft Research; UC Berkeley
Niladri Chatterji, Aldo Pacchiano, Peter Bartlett, Michael Jordan
theoretical reinforcement learning;regret analysis;statistical learning theory;non-Markovian rewards;optimistic algorithms
On the Theory of Reinforcement Learning with Once-per-Episode Feedback