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abstract: 'Given a neural control structure, what would be the impact of body growth on control performance? This question, which addresses the issue of the interaction between innate structure, ongoing developing structure and experience, is very relevant to the field of epigenetic robotics. Much of the early social interaction is done as the body develops and the interplay cannot be ignored. We hypothesize that starting with fewer degrees of freedom enables a more efficient exploration of the sensorimotor space, that results in multiple directions of stability. While not necessarily corresponding to optimal task performance, they will guide the coordination of additional degrees of freedom. These additional degrees of freedom then allow for optimal task performance as well as for more tolerance and adaptation to environmental interaction. We propose a simple case-study to validate our hypothesis and describe experiments with a small humanoid robot.'
altloc:
- http://www.lucs.lu.se/ftp/pub/LUCS_Studies/LUCS94/Lungarella.pdf
chapter: ~
commentary: ~
commref: ~
confdates: 'August 10-11, 2002'
conference: 'Second International Workshop on Epigenetic Robotics: Modeling Cognitive Development in Robotic Systems'
confloc: 'Edinburgh, Scotland'
contact_email: ~
creators_id: []
creators_name:
- family: Lungarella
given: Max
honourific: ''
lineage: ''
- family: Berthouze
given: Luc
honourific: ''
lineage: ''
date: 2002
date_type: published
datestamp: 2003-10-04
department: ~
dir: disk0/00/00/25/16
edit_lock_since: ~
edit_lock_until: ~
edit_lock_user: ~
editors_id: []
editors_name:
- family: Prince
given: Christopher G.
honourific: ''
lineage: ''
- family: Demiris
given: Yiannis
honourific: ''
lineage: ''
- family: Marom
given: Yuval
honourific: ''
lineage: ''
- family: Kozima
given: Hideki
honourific: ''
lineage: ''
- family: Balkenius
given: Christian
honourific: ''
lineage: ''
eprint_status: archive
eprintid: 2516
fileinfo: /style/images/fileicons/application_pdf.png;/2516/1/Lungarella.pdf
full_text_status: public
importid: ~
institution: ~
isbn: ~
ispublished: pub
issn: ~
item_issues_comment: []
item_issues_count: 0
item_issues_description: []
item_issues_id: []
item_issues_reported_by: []
item_issues_resolved_by: []
item_issues_status: []
item_issues_timestamp: []
item_issues_type: []
keywords: 'developmental robotics, embodiment, adaptive behavior, entrainment, incremental learning, sensory morphology'
lastmod: 2011-03-11 08:55:03
latitude: ~
longitude: ~
metadata_visibility: show
note: ~
number: ~
pagerange: 79-86
pubdom: TRUE
publication: ~
publisher: Lund University Cognitive Studies
refereed: TRUE
referencetext: ~
relation_type: []
relation_uri: []
reportno: ~
rev_number: 12
series: ~
source: ~
status_changed: 2007-09-12 16:45:21
subjects:
- comp-sci-mach-learn
- comp-sci-neural-nets
- comp-sci-art-intel
- comp-sci-robot
succeeds: ~
suggestions: ~
sword_depositor: ~
sword_slug: ~
thesistype: ~
title: Adaptivity through Physical Immaturity
type: confpaper
userid: 3507
volume: 94