Accelerating Residual Reinforcement Learning with Uncertainty Estimation

Lakshita Dodeja, Karl Schmeckpeper, Shivam Vats +4

Residual Reinforcement Learning (RL) is a popular approach for adapting pretrained policies by learning a lightweight residual policy that provides corrective actions. While Residu…