Barrier-Certified Adaptive Reinforcement Learning with Applications to Brushbot Navigation

Motoya Ohnishi, Li Wang, Gennaro Notomista +1

This paper presents a safe learning framework that employs an adaptive model learning algorithm together with barrier certificates for systems with possibly nonstationary agent dyn…