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abstract: "Starting with fewer degrees of freedom has been shown to enable a more efficient exploration of the sensorimotor space. While not necessarily leading to optimal task performance, it results in a smaller number of directions of stability, which guide the coordination of additional degrees of freedom. The developmental release of additional degrees of freedom is then expected to allow for optimal task performance and more tolerance and adaptation to environmental interaction. In this paper, we test this assumption with a small-sized humanoid robot that learns to swing under environmental perturbations. Our experiments show that a progressive release of degrees of freedom alone is not sufficient to cope with environmental perturbations. Instead, alternate freezing and freeing of the degrees of freedom is required. Such finding is consistent with observations made during transitional periods in acquisition of skills in infants.\n"
altloc:
- http://www.lungarella.com/max/Papers/iconip02_final.pdf
chapter: ~
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confdates: 'Nov. 18-22, 2002'
conference: 9th International Conference on Neural Information Processing
confloc: Singapore
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creators_id:
- ''
- 1463
creators_name:
- family: Lungarella
given: Max
honourific: ''
lineage: ''
- family: Berthouze
given: Luc
honourific: Dr
lineage: ''
date: 2002
date_type: published
datestamp: 2002-12-17
department: ~
dir: disk0/00/00/26/63
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keywords: |-
Developmental robotics
Freeing and freezing of degrees of freedom
Neural oscillators
Developmental biodynamics
lastmod: 2011-03-11 08:55:07
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pagerange: 482-487
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reportno: ~
rev_number: 12
series: ~
source: ~
status_changed: 2007-09-12 16:46:12
subjects:
- comp-sci-mach-dynam-sys
- dev-psy
- comp-sci-robot
succeeds: ~
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thesistype: ~
title: Adaptivity through alternate freeing and freezing of degrees of freedom
type: confpaper
userid: 3688
volume: ~