Learning Control Barrier Functions and their application in Reinforcement Learning: A Survey

Maeva Guerrier, Hassan Fouad, Giovanni Beltrame

Reinforcement learning is a powerful technique for developing new robot behaviors. However, typical lack of safety guarantees constitutes a hurdle for its practical application on…