Barnes, Chloe M., Ekárt, Anikó and Lewis, Peter R. (2020). Beyond goal-rationality:Traditional action can reduce volatility in socially situated agents. Future Generation Computer Systems, 113 , pp. 579-596.
Abstract
Systems that pursue their own goals in shared environments can indirectly affect one another in unanticipated ways, such that the actions of other systems can interfere with goal-achievement. As humans have evolved to achieve goals despite interference from others in society, we thus endow socially situated agents with the capacity for social action as a means of mitigating interference in co-existing systems. We demonstrate that behavioural and evolutionary volatility caused by indirect interactions of goal-rational agents can be reduced by designing agents in a more socially-sensitive manner. We therefore challenge the assumption that designers of intelligent systems typically make, that goal-rationality is sufficient for achieving goals in shared environments.
Publication DOI: | https://doi.org/10.1016/j.future.2020.07.033 |
---|---|
Divisions: | College of Engineering & Physical Sciences College of Engineering & Physical Sciences > Systems analytics research institute (SARI) ?? 50811700Jl ?? Aston University (General) |
Additional Information: | © 2020, Elsevier. Licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/ |
Uncontrolled Keywords: | Interference,Neuroevolution,Social action,Socio-technical systems,Software,Hardware and Architecture,Computer Networks and Communications |
Publication ISSN: | 1872-7115 |
Last Modified: | 04 Dec 2024 08:15 |
Date Deposited: | 14 Sep 2020 13:26 |
Full Text Link: | |
Related URLs: |
http://www.scop ... tnerID=8YFLogxK
(Scopus URL) https://www.sci ... 4714?via%3Dihub (Publisher URL) |
PURE Output Type: | Article |
Published Date: | 2020-12-01 |
Published Online Date: | 2020-07-17 |
Accepted Date: | 2020-07-13 |
Authors: |
Barnes, Chloe M.
(
0000-0002-6782-1773)
Ekárt, Anikó ( 0000-0001-6967-5397) Lewis, Peter R. ( 0000-0003-4271-8611) |
Download
Version: Accepted Version
License: Creative Commons Attribution Non-commercial No Derivatives
| Preview