2025
Recurrent Convex Difference Neural Networks for Safety-Critical Model Predictive Control
RA-L 2025
Optimal control and planning with safety considerations constitute a fundamental challenge in model predictive control (MPC) applications, which has recently been addressed by integrating Control Barrier Functions (CBFs) to yield a safety-critical form of MPC, known as MPC-CBF. However, current neur