An Analysis of Streaming Deep Reinforcement Learning for Adaptive Continual Learning in Robotics

Teeratham Vitchutripop, Alyssa Quarles, Wenhe Zhang +2

Over the course of a lifetime, robots may encounter novel scenarios unaccounted for in its original training that result in performance degradation. One common approach to mitigati…