2026
CBF-RL: Safety Filtering Reinforcement Learning in Training with Control Barrier Functions
ICRA 2026poster
Reinforcement learning (RL), while powerful and expressive, can often prioritize performance at the expense of safety. Yet safety violations can lead to catastrophic outcomes in real-world deployments. Control Barrier Functions (CBFs) offer a principled method to enforce dynamic safety—traditionally…