Department of Electrical and Computer Engineering, Carnegie Mellon University, PA, USA; Department of Statistics and Data Science, Wharton School, University of Pennsylvania, PA, USA; Google Research, Brain Team, Paris, France; Department of Computing Mathematical Sciences, California Institute of Technology, CA, USA; Department of Statistics, The Chinese University of Hong Kong, Hong Kong, China
Laixi Shi, Gen Li, Yuting Wei, Yuxin Chen, Matthieu Geist, Yuejie Chi
distributionally robust reinforcement learning;robust Markov decision processes;sample complexity
The Curious Price of Distributional Robustness in Reinforcement Learning with a Generative Model