Carnegie Mellon University; University of Pennsylvania and Amazon; University of Washington, Seattle and Microsoft Research
Ruosong Wang, Dean Foster, Sham M Kakade
batch reinforcement learning;function approximation;lower bound;representation
What are the Statistical Limits of Offline RL with Linear Function Approximation?