English

Framing Relevance for Safety-Critical Autonomous Systems

Artificial Intelligence 2023-07-28 v1

Abstract

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.

Keywords

Cite

@article{arxiv.2307.14355,
  title  = {Framing Relevance for Safety-Critical Autonomous Systems},
  author = {Astrid Rakow},
  journal= {arXiv preprint arXiv:2307.14355},
  year   = {2023}
}

Comments

arXiv admin note: text overlap with arXiv:2209.14038

R2 v1 2026-06-28T11:40:58.552Z