TY - JOUR
T1 - The neglected pieces of designing collective decision-making processes
AU - Khaluf, Yara
AU - Simoens, Pieter
AU - Hamann, Heiko
N1 - Publisher Copyright:
© 2019 Khaluf, Simoens and Hamann.
Copyright:
Copyright 2019 Elsevier B.V., All rights reserved.
PY - 2019/3/26
Y1 - 2019/3/26
N2 - Autonomous decision-making is a fundamental requirement for the intelligent behavior of individual agents and systems. For artificial systems, one of the key design prerequisites is providing the system with the ability to make proper decisions. Current literature on collective artificial systems designs decision-making mechanisms inspired mostly by the successful natural systems. Nevertheless, most of the approaches focus on voting mechanisms and miss other fundamental aspects. In this paper, we aim to draw attention to the missed pieces for the design of efficient collective decision-making, mainly information processes in its two types of stimuli and options set.
AB - Autonomous decision-making is a fundamental requirement for the intelligent behavior of individual agents and systems. For artificial systems, one of the key design prerequisites is providing the system with the ability to make proper decisions. Current literature on collective artificial systems designs decision-making mechanisms inspired mostly by the successful natural systems. Nevertheless, most of the approaches focus on voting mechanisms and miss other fundamental aspects. In this paper, we aim to draw attention to the missed pieces for the design of efficient collective decision-making, mainly information processes in its two types of stimuli and options set.
UR - http://www.scopus.com/inward/record.url?scp=85064613053&partnerID=8YFLogxK
U2 - 10.3389/frobt.2019.00016
DO - 10.3389/frobt.2019.00016
M3 - Journal articles
AN - SCOPUS:85064613053
SN - 2296-9144
VL - 6
JO - Frontiers Robotics AI
JF - Frontiers Robotics AI
IS - MAR
M1 - 16
ER -