Technion, NVIDIA; The University of Texas at Austin; Microsoft Research, NYC
Jeongyeol Kwon, Yonathan Efroni, Constantine Caramanis, Shie Mannor
Reinforcement Learning;Partially Observable;Latent Variable;Lower Bound;Upper Confidence Bound;Expectation-Maximization;Predictive State Representation
RL for Latent MDPs: Regret Guarantees and a Lower Bound