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2021•Unpublished venueRequires access

Safe control from signal temporal logic specifications using recurrent neural networks

Călin Belta

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Abstract

Temporal logics, such as Linear Temporal Logic (LTL) and Computation Tree Logic (CTL), have been traditionally used as specification languages for digital circuits and computer programs. Due to their expressivity, the availability of tools for verification and synthesis, and recent advances in abstraction techniques for dynamical systems, temporal logics have been increasing used as specification languages in robotics biology, and autonomous driving applications.

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What this paper is about

Temporal logics, such as Linear Temporal Logic (LTL) and Computation Tree Logic (CTL), have been traditionally used as specification languages for digital circuits and computer programs. Due to their expressivity, the availability of tools for verification and synthesis, and recent advances in abstraction techniques for dynamical systems, temporal logics have been increasing used as specification languages in robotics biology, and autonomous driving applications.

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Available abstract

Temporal logics, such as Linear Temporal Logic (LTL) and Computation Tree Logic (CTL), have been traditionally used as specification languages for digital circuits and computer programs. Due to their expressivity, the availability of tools for verification and synthesis, and recent advances in abstraction techniques for dynamical systems, temporal logics have been increasing used as specification languages in robotics biology, and autonomous driving applications.

Key concepts: Computation tree logic, Temporal logic, Linear temporal logic, Computer science, Abstraction, Temporal logic of actions, Programming language, Interval temporal logic

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