Handling Cost and Constraints with Off-Policy Deep Reinforcement Learning

Jared Markowitz, Jesse Silverberg, Gary Collins

By reusing data throughout training, off-policy deep reinforcement learning algorithms offer improved sample efficiency relative to on-policy approaches. For continuous action spac…