9 citations · 12 across the 4 of their papers we have counts for
3 papers · 1 filter
Data-Driven Learning of Safety-Critical Control with Stochastic Control Barrier Functions
Chuanzheng Wang, Yiming Meng, Stephen L. Smith +1
Control barrier functions are widely used to synthesize safety-critical controls. The existence of Gaussian-type noise may lead to unsafe actions and result in severe consequences.…
Safety-Critical Control of Stochastic Systems using Stochastic Control Barrier Functions
Chuanzheng Wang, Yiming Meng, Stephen L. Smith +1
Control barrier functions have been widely used for synthesizing safety-critical controls, often via solving quadratic programs. However, the existence of Gaussian-type noise may l…
Learning Control Barrier Functions with High Relative Degree for Safety-Critical Control
Chuanzheng Wang, Yinan Li, Yiming Meng +2
Control barrier functions have shown great success in addressing control problems with safety guarantees. These methods usually find the next safe control input by solving an onlin…