Learning Performance-Oriented Control Barrier Functions Under Complex Safety Constraints and Limited Actuation

Lakshmideepakreddy Manda, Shaoru Chen, Mahyar Fazlyab

Control Barrier Functions (CBFs) provide an elegant framework for constraining nonlinear control system dynamics to remain within an invariant subset of a designated safe set. Howe…