The authors reformulate joint synthesis of a piecewise stochastic control barrier function and a safe controller as a single dual linear program claimed to have zero duality gap.
Control Barrier Functions: Theory and Applications,
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Piecewise Control Barrier Functions for Stochastic Systems
The authors reformulate joint synthesis of a piecewise stochastic control barrier function and a safe controller as a single dual linear program claimed to have zero duality gap.