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When object color is a red herring: extraneous perceptual information hinders word learning via referent selection
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How context affects early language acquisition: An embodied model of early referent selection and word learning. ...
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Embodied language learning and cognitive bootstrapping: methods and design principles
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Zeschel, Arne; Morse, Anthony; Rohlfing, Katharina; Sciutti, Alessandra; Tuci, Elio; Förster, Frank; Lyon, Caroline; Saunders, Joe; Nori, Francesco; Fischer, Kerstin; Mohan, Vishwanathan; Bisio, Ambra; Nolfi, Stefano; Tani, Jun; Metta, Giorgio; Belpaeme, Tony; Nehaniv, Chrystopher L.; Wrede, Britta; Lehmann, Hagen; Cangelosi, Angelo. - : SAGE, 2016
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Abstract:
Co-development of action, conceptualization and social interaction mutually scaffold and support each other within a virtuous feedback cycle in the development of human language in children. Within this framework, the purpose of this article is to bring together diverse but complementary accounts of research methods that jointly contribute to our understanding of cognitive development and in particular, language acquisition in robots. Thus, we include research pertaining to developmental robotics, cognitive science, psychology, linguistics and neuroscience, as well as practical computer science and engineering. The different studies are not at this stage all connected into a cohesive whole; rather, they are presented to illuminate the need for multiple different approaches that complement each other in the pursuit of understanding cognitive development in robots. Extensive experiments involving the humanoid robot iCub are reported, while human learning relevant to developmental robotics has also contributed useful results. Disparate approaches are brought together via common underlying design principles. Without claiming to model human language acquisition directly, we are nonetheless inspired by analogous development in humans and consequently, our investigations include the parallel co-development of action, conceptualization and social interaction. Though these different approaches need to ultimately be integrated into a coherent, unified body of knowledge, progress is currently also being made by pursuing individual methods.
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URL: https://eprints.mdx.ac.uk/21935/ https://doi.org/10.5772/63462 https://eprints.mdx.ac.uk/21935/1/63462.pdf
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Embodied Language Learning and Cognitive Bootstrapping: Methods and Design Principles
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The ITALK project : A developmental robotics approach to the study of individual, social, and linguistic learning
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Competition affects word learning in a developmental robotic system
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An embodied model of young children’s categorization and word learning
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Embodied Language Learning and Cognitive Bootstrapping: Methods and Design Principles [Online resource]
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