Value-Based Reasoning in Autonomous Agents
- 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/).
Cite this article
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 -