Jiajie Yao

Safe Robotics Control with Directional Projection Control Barrier Functions Via Differentiable Optimization

Collision avoidance is essential for robotic systems. This paper presents a method for designing directional projection control barrier functions (CBFs) based on differentiable optimization for second-order robotic systems. The approach reduces high-order CBFs to first-order ones and estimates colli…