2022
Extracting Latent State Representations with Linear Dynamics from Rich Observations
ICML 2022spotlight
Recently, many reinforcement learning techniques have been shown to have provable guarantees in the simple case of linear dynamics, especially in problems like linear quadratic regulators. However, in practice many tasks require learning a policy from rich, high-dimensional features such as images,…