Towards Verifiably Ethical Robot Behaviour
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Abstract (arXiv)
Ensuring that autonomous systems work ethically is both complex and difficult. However, the idea of having an additional `governor' that assesses options the system has, and prunes them to select the most ethical choices is well understood. Recent work has produced such a governor consisting of a `consequence engine' that assesses the likely future outcomes of actions then applies a Safety/Ethical logic to select actions. Although this is appealing, it is impossible to be certain that the most ethical options are actually taken. In this paper we extend and apply a well-known agent verification approach to our consequence engine, allowing us to verify the correctness of its ethical decision-making.
Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). First posted on arXiv 14 Apr 2015.
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Citing papers per year: 2021: 1; 2022: 0; 2023: 1; 2024: 0; 2025: 2; 2026: 3.
7 papers.
- 2023Conceptual Framework for Autonomous Cognitive Entitiescited by 6
- 2025Deontic Temporal Logic for Formal Verification of AI Ethicscited by 2
- 2025A Fuzzy Approach to the Specification, Verification and Validation of Risk-Based Ethical Decision Making Modelscited by 2
- 2026A Real-Time Neuro-Symbolic Ethical Governor for Safe Decision Control in Autonomous Robotic Manipulationcited by 1
- 2021Dr. Watson type Artificial Intellect (AI) Systemscited by 0
- 2026Mechanical Conscience: A Mathematical Framework for Dependability of Machine Intelligencecited by 0
- 2026An Abstract Architecture for Explainable Autonomy in Hazardous Environmentscited by 0
- 2026An Abstract Architecture for Explainable Autonomy in Hazardous Environments5 Jun 2026
- 2026Mechanical Conscience: A Mathematical Framework for Dependability of Machine Intelligence5 May 2026
- 2026A Real-Time Neuro-Symbolic Ethical Governor for Safe Decision Control in Autonomous Robotic Manipulation15 Mar 2026
- 2025A Fuzzy Approach to the Specification, Verification and Validation of Risk-Based Ethical Decision Making Models2 Jul 2025
- 2025Deontic Temporal Logic for Formal Verification of AI Ethics10 Jan 2025
- 2023Conceptual Framework for Autonomous Cognitive Entities3 Oct 2023
- 2021Dr. Watson type Artificial Intellect (AI) Systems23 Jun 2021