A Joint Imitation-Reinforcement Learning Framework for Reduced Baseline Regret

Sheelabhadra Dey, Sumedh Pendurkar, Guni Sharon +1

In various control task domains, existing controllers provide a baseline level of performance that -- though possibly suboptimal -- should be maintained. Reinforcement learning (RL…