Safe and Performant Controller Synthesis using Gradient-based Model Predictive Control and Control Barrier Functions

Aditya Singh, Aastha Mishra, Manan Tayal +2

Ensuring both performance and safety is critical for autonomous systems operating in real-world environments. While safety filters such as Control Barrier Functions (CBFs) enforce…