Kernel-Based Safe Exploration in Deep Reinforcement Learning

Rupak Majumdar, Nikhil Singh, Sadegh Soudjani

Safety has been a major concern when deploying deep reinforcement learning algorithms in the real world. A promising direction that ensures that the learned policy does not visit u…