Safeguarding Learning-based Control for Smart Energy Systems with Sampling Specifications

Chih-Hong Cheng, Venkatesh Prasad Venkataramanan, Pragya Kirti Gupta +2

We study challenges using reinforcement learning in controlling energy systems, where apart from performance requirements, one has additional safety requirements such as avoiding b…