University of Hertfordshire

By the same authors

Information parsimony in collaborative interaction

Research output: Contribution to conferencePoster

Documents

  • eucog2018

    Final published version, 124 KB, PDF document

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Original languageEnglish
Publication statusPublished - 27 Sep 2018
EventEUCognition - University Medical Center Hamburg Eppendorf, Hamburg, Germany
Duration: 27 Sep 201828 Sep 2018
https://www.eucognition.org/index.php?page=2018-hamburg-general-info

Conference

ConferenceEUCognition
CountryGermany
CityHamburg
Period27/09/1828/09/18
Internet address

Abstract

We investigate the information processing cost associated with performing a collaborative dyadic task at a specific utility level. We build our approach on the Relevant Information formalism, which combines Shannon's Information Theory and Markov Decision Processes, for modelling a dyadic interaction scenario in which two agents with independent controllers move an object together with fully redundant control. Results show that increasing dyad's collaboration decreases the information intake and vice versa, antagonistic behavior puts a strain on the information bandwidth capacity. The key role of the particular embodiment of the environment in this trade-off is demonstrated in a series of simulations with informationally parsimonious optimal controllers.

ID: 15467871