Kai-Er Liang

Belief Space Planning for Risk Signal Temporal Logic via Mixed-Integer Convex Programming

Signal Temporal Logic (STL) specifies robot tasks with spatio-temporal requirements, and its robustness semantics allow planning by trajectory optimization. In practice, robots estimate their state from noisy measurements, and when the information gained from a measurement depends on the state, the robot can actively r...