Physics-Regulated Deep Reinforcement Learning: Invariant Embeddings

Hongpeng Cao, Yanbing Mao, Lui Sha +1

This paper proposes the Phy-DRL: a physics-regulated deep reinforcement learning (DRL) framework for safety-critical autonomous systems. The Phy-DRL has three distinguished invaria…