Group Responsibility for Exceeding Risk Threshold

Publication date

2023

Authors

Gladyshev, MaksimORCID 0000-0002-6657-4870ISNI 0000000523483460
Alechina, NatashaORCID 0000-0003-3306-9891ISNI 0000000124421545
Dastani, MehdiISNI 0000000043464658
Doder, DraganISNI 0000000506363539

Editors

Marquis, Pierre
Son, Tran Cao
Kern-Isberner, Gabriele

Advisors

Supervisors

Document Type

Part of book
Open Access logo

License

taverne

Abstract

The need for tools and techniques to formally analyze and trace the responsibility for unsafe outcomes to decision-making actors is urgent. Existing formal approaches assume that the unsafe outcomes for which actors can be held responsible are actually realized. This paper considers a broader notion of responsibility where unsafe outcomes are not necessarily realized, but their probabilities are unacceptably high. We present a logic combining strategic, probabilistic and temporal primitives designed to express concepts such as the risk of an undesirable outcome and being responsible for exceeding a risk threshold. We demonstrate that the proposed logic is complete and decidable.

Keywords

Reasoning about actions and change, action languages KR and autonomous agents and multi-agent systems, Probabilistic reasoning and learning, Philosophical foundations of KR, Taverne

Citation

Gladyshev, M, Alechina, N, Dastani, M & Doder, D 2023, Group Responsibility for Exceeding Risk Threshold. in P Marquis, T C Son & G Kern-Isberner (eds), Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning, KR 2023, Rhodes, Greece, September 2-8, 2023. pp. 322-332. https://doi.org/10.24963/kr.2023/32