The Limits of Transfer Reinforcement Learning with Latent Low-rank Structure

Tyler Sam, Yudong Chen, Christina Lee Yu

Many reinforcement learning (RL) algorithms are too costly to use in practice due to the large sizes $S,A$ of the problem's state and action space. To resolve this issue, we study…