Volume 14, Issue 1, 2021, Pages 896 - 921
Value-Based Reasoning in Autonomous Agents
Tomasz Zurek1, *, , Michail Mokkas2,
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: firstname.lastname@example.org
Received 27 March 2020, Accepted 11 January 2021, Available Online 19 February 2021.
- 10.2991/ijcis.d.210203.001How to use a DOI?
- Reasoning; Model; Goals; Values; Expert systems; Autonomous agents
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.
- © 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 -