Astrid Rakow

2papers

2 Papers

LONov 23, 2016
What You Really Need To Know About Your Neighbor

Werner Damm, Bernd Finkbeiner, Astrid Rakow

A fundamental question in system design is to decide how much of the design of one component must be known in order to successfully design another component of the system. We study this question in the setting of reactive synthesis, where one constructs a system implementation from a specification given in temporal logic. In previous work, we have shown that the system can be constructed compositionally, one component at a time, if the specification admits a "dominant" (as explained in Introduction) strategy for each component. In this paper, we generalize the approach to settings where dominant strategies only exist under certain assumptions about the future behavior of the other components. We present an incremental synthesis method based on the automatic construction of such assumptions.

AIJul 23, 2023
Framing Relevance for Safety-Critical Autonomous Systems

Astrid Rakow

We are in the process of building complex highly autonomous systems that have build-in beliefs, perceive their environment and exchange information. These systems construct their respective world view and based on it they plan their future manoeuvres, i.e., they choose their actions in order to establish their goals based on their prediction of the possible futures. Usually these systems face an overwhelming flood of information provided by a variety of sources where by far not everything is relevant. The goal of our work is to develop a formal approach to determine what is relevant for a safety critical autonomous system at its current mission, i.e., what information suffices to build an appropriate world view to accomplish its mission goals.