Deep Reinforcement Learning for Robotic Manipulation under Distribution Shift with Bounded Extremum Seeking

Shaifalee Saxena, Rafael Fierro, Alexander Scheinker

Reinforcement learning has shown strong performance in robotic manipulation, but learned policies often degrade in performance when test conditions differ from the training distrib…