Safe Beyond the Horizon: Efficient Sampling-based MPC with Neural Control Barrier Functions

Ji Yin, Oswin So, Eric Yang Yu +2

A common problem when using model predictive control (MPC) in practice is the satisfaction of safety specifications beyond the prediction horizon. While theoretical works have show…