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Chapitre D'ouvrage Année : 2019

Benchmarking in Developmental Robotics

Frank Guerin
  • Fonction : Auteur

Résumé

There is at present no standard benchmarking for assessing and comparing the various existing works in developmental robotics. Developmental robotics is more of a “basic science” research endeavour than mainstream robotics, which is more application focussed. For this reason benchmarking for developmental robotics will need a more scientific basis, rather than a specific application focus. The solution we propose is to benchmark developmental robotics efforts against human infant capabilities at various ages. The proposal here may allow the community to showcase their efforts by demonstration on common tasks, and so to enable the comparison of approaches. It may also provide an agenda of incremental targets for research in the field.
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Dates et versions

hal-03482257 , version 1 (15-12-2021)

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Lauriane Rat-Fischer, Frank Guerin. Benchmarking in Developmental Robotics. Metrics of Sensory Motor Coordination and Integration in Robots and Animals, 36, Springer International Publishing, pp.73-86, 2019, Cognitive Systems Monographs, ⟨10.1007/978-3-030-14126-4_4⟩. ⟨hal-03482257⟩
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