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Specification, validation and verification of social, legal, ethical, empathetic and cultural requirements for autonomous agents☆
被引:0
|作者:
Yaman, Sinem Getir
[1
]
Ribeiro, Pedro
[1
]
Cavalcanti, Ana
[1
]
Calinescu, Radu
[1
]
Paterson, Colin
[1
]
Townsend, Beverley
[2
]
机构:
[1] Univ York, Dept Comp Sci, York, England
[2] Univ York, York Law Sch, York, England
基金:
英国工程与自然科学研究理事会;
关键词:
Autonomous agents;
Social;
legal;
ethical;
empathetic and cultural;
requirements;
Verification and validation;
Sociotechnical systems;
Formal methods;
D O I:
10.1016/j.jss.2024.112229
中图分类号:
TP31 [计算机软件];
学科分类号:
081202 ;
0835 ;
摘要:
Autonomous agents are increasingly being proposed for use in healthcare, assistive care, education, and other applications governed by complex human-centric norms. To ensure compliance with these norms, the rules they induce need to be unambiguously defined, checked for consistency, and used to verify the agent. In this paper, we introduce a framework for formal specification, validation and verification of social, legal, ethical, empathetic and cultural (SLEEC) rules for autonomous agents. Our framework comprises: (i) a language for specifying SLEEC rules and rule defeaters (that is, circumstances in which a rule does not apply or an alternative form of the rule is required); (ii) a formal semantics (defined in the process algebra tock-CSP) for the language; and (iii) methods for detecting conflicts and redundancy within a set of rules, and for verifying the compliance of an autonomous agent with such rules. We show the applicability of our framework for two autonomous agents from different domains: a firefighter UAV, and an assistive-dressing robot.
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