Value-Based Reasoning in Autonomous Agents

Authors

Tomasz Zurek^{1, *,} , Michail Mokkas^2,

¹Institute of Computer Science, Maria Curie-Sklodowska University, plac Marii Curie-Skłodowskiej 5, Lublin, 20-400, Poland

²Polish-Japanese Academy of Information Technology, Koszykowa 86, Warsaw, 02-008, Poland

^*Corresponding author. Email: tomasz.zurek@poczta.umcs.lublin.pl

DOI

10.2991/ijcis.d.210203.001How to use a DOI?

Keywords

Reasoning; Model; Goals; Values; Expert systems; Autonomous agents

Abstract

The issue of decision-making of autonomous agents constitutes the current work topic for many researchers. In this paper we propose to extend the existing model of value-based teleological reasoning by a new, numerical manner of representation of the level of value promotion. The authors of the paper present and discuss proofs of compatibility of both previous and current models, a formal mechanism of conversion of the parameters of the autonomous device into the levels of promotion of values, the mechanism of integration with machine learning approaches, and a comprehensive argumentation-based reasoning mechanism allowing for making decisions.

Copyright

© 2021 The Authors. Published by Atlantis Press B.V.

Open Access

This is an open access article distributed under the CC BY-NC 4.0 license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - JOUR
AU  - Tomasz Zurek
AU  - Michail Mokkas
PY  - 2021
DA  - 2021/02/19
TI  - Value-Based Reasoning in Autonomous Agents
JO  - International Journal of Computational Intelligence Systems
SP  - 896
EP  - 921
VL  - 14
IS  - 1
SN  - 1875-6883
UR  - https://doi.org/10.2991/ijcis.d.210203.001
DO  - 10.2991/ijcis.d.210203.001
ID  - Zurek2021
ER  -