Hybrid Estimation Hybrid case: estimate hybrid state from noisy observations Continuous state Discrete mode Hybrid probabilistic constraint automata –Stochastic transitions between discrete modes –Different continuous dynamics for each mode nominal failed actuator Kalman Filters Track Subset of Trajectories ok ...