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

no code implementations • 11 Aug 2023 • Chih-Hong Cheng, Venkatesh Prasad Venkataramanan, Pragya Kirti Gupta, Yun-Fei Hsu, Simon Burton

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

reinforcement-learning Safe Reinforcement Learning