Guided by Guardrails: Control Barrier Functions as Safety Instructors for Robotic Learning

Maeva Guerrier, Karthik Soma, Hassan Fouad +1

Safety stands as the primary obstacle preventing the widespread adoption of learning-based robotic systems in our daily lives. While reinforcement learning (RL) shows promise as an…