PRISM: Polynomial Representations for Interaction-Structured Motor Control

Seung Hyun Lee, Stella X. Yu

Robot policies map observations to actions, typically using multilayer perceptrons (MLPs). Yet robot dynamics and control objectives involve multiplicative interactions among obser…