Physics-informed Reinforcement Learning for Stochastic Reach-Avoid Analysis

Hikaru Hoshino, Yorie Nakahira

Stochastic reach-avoid analysis of controlled dynamical systems is an important tool for safety-critical control under uncertainty, in which the reach-avoid probability is characte…