Revisiting Temporal Regularization for Smooth Control in Deep Reinforcement Learning

SungJae Ahn, Jeong Woon Lee, Kyoleen Kwak +1

Deep Reinforcement Learning policies can produce nonsmooth action oscillations that hinder deployment on physical robots. Existing architectural and penalty-based approaches seek s…