Statistical limits of offline reinforcement learning
Yingru Li (CUHK-SZ)
Short abstract: we will discuss about some necessary and sufficient conditions for the fundamental limits of offline/batch reinforcement learning.
Main reference: 1) What are the Statistical Limits of Offline RL with Linear Function Approximation 2) A Variant of the Wang-Foster-Kakade Lower Bound for the Discounted Setting