Neural state classification for hybrid systems

Dung Phan, Nicola Paoletti, Timothy Zhang, Radu Grosu, Scott A. Smolka, Scott D. Stoller · 2019

Model checking of hybrid systems is usually expressed in terms of the following reachability problem for hybrid automata (HA) [6]: given an HA M, a set of initial states I, and a set of unsafe states U, determine whether there exists a trajectory of M starting in an initial state and ending in an unsafe state. The time-bounded version of this problem considers trajectories that are within a given time bound T.

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