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Comparative Modeling of Ethical Constructs in Autonomous Decision Making

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posted on 2023-01-09, 19:58 authored by Janvi Chhabra, Karthik Sama, Jayati DeshmukhJayati Deshmukh, Srinath Srinivasa

Computational models for ethical autonomy, are crucial for building trustworthy autonomous systems. While different paradigms of ethical autonomy are pursued, comparing and contrasting these paradigms remains a challenge. In this work, we present SPECTRA (Strategic Protocol Evaluation and Configuration Testbed for Responsible Autonomy) a general purpose multi-agent, message passing framework on top of which, different models of computational ethics can be implemented. The paper also presents our implementation of four paradigms of ethics on this framework-- deontology, utilitarianism, virtue ethics and a recently proposed paradigm called computational transcendence. We observe that although agents have the same goal, differences in their underlying paradigm of ethics has a significant impact on the outcomes for individual agents as well as on the system as a whole. We also simulate a mixed population of agents following different paradigms of ethics and study the properties of the emergent system.

Funding

MINRO

CIET

Government of Karnataka

History

Email Address of Submitting Author

jayati.deshmukh@iiitb.org

ORCID of Submitting Author

https://orcid.org/0000-0002-1144-2635

Submitting Author's Institution

International Institute of Information Technology, Bangalore

Submitting Author's Country

India