Synthesis for human-in-the-loop control systems

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Abstract

Several control systems in safety-critical applications involve the interaction of an autonomous controller with one or more human operators. Examples include pilots interacting with an autopilot system in an aircraft, and a driver interacting with automated driver-assistance features in an automobile. The correctness of such systems depends not only on the autonomous controller, but also on the actions of the human controller. In this paper, we present a formalism for human-in-the-loop (HuIL) control systems. Particularly, we focus on the problem of synthesizing a semi-autonomous controller from high-level temporal specifications that expect occasional human intervention for correct operation. We present an algorithm for this problem, and demonstrate its operation on problems related to driver assistance in automobiles. © 2014 Springer-Verlag.

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Li, W., Sadigh, D., Sastry, S. S., & Seshia, S. A. (2014). Synthesis for human-in-the-loop control systems. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 8413 LNCS, pp. 470–484). Springer Verlag. https://doi.org/10.1007/978-3-642-54862-8_40

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