Literature DB >> 33501032

The Neglected Pieces of Designing Collective Decision-Making Processes.

Yara Khaluf1, Pieter Simoens1, Heiko Hamann2.   

Abstract

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.
Copyright © 2019 Khaluf, Simoens and Hamann.

Entities:  

Keywords:  collective system design (CSD); decision-making process; information processing; multi-agent system (MAS); swarm robotics

Year:  2019        PMID: 33501032      PMCID: PMC7805907          DOI: 10.3389/frobt.2019.00016

Source DB:  PubMed          Journal:  Front Robot AI        ISSN: 2296-9144


  33 in total

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Journal:  Phys Rev Lett       Date:  2014-01-22       Impact factor: 9.161

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Authors:  Alexander Scheidler; Arne Brutschy; Eliseo Ferrante; Marco Dorigo
Journal:  IEEE Trans Cybern       Date:  2016-05       Impact factor: 11.448

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Authors:  Gábor Balázsi; Alexander van Oudenaarden; James J Collins
Journal:  Cell       Date:  2011-03-18       Impact factor: 41.582

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Authors:  Alexandre Campo; Simon Garnier; Olivier Dédriche; Mouhcine Zekkri; Marco Dorigo
Journal:  PLoS One       Date:  2011-05-18       Impact factor: 3.240

8.  When natural selection should optimize speed-accuracy trade-offs.

Authors:  Angelo Pirrone; Tom Stafford; James A R Marshall
Journal:  Front Neurosci       Date:  2014-04-10       Impact factor: 4.677

9.  Quality versus quantity: Foraging decisions in the honeybee (Apis mellifera scutellata) feeding on wildflower nectar and fruit juice.

Authors:  Kyle Shackleton; Nicholas J Balfour; Hasan Al Toufailia; Roberto Gaioski; Marcela de Matos Barbosa; Carina A de S Silva; José M S Bento; Denise A Alves; Francis L W Ratnieks
Journal:  Ecol Evol       Date:  2016-09-20       Impact factor: 2.912

10.  Locating Order-Disorder Phase Transition in a Cardiac System.

Authors:  Hiroshi Ashikaga; Ameneh Asgari-Targhi
Journal:  Sci Rep       Date:  2018-01-31       Impact factor: 4.379

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