7 research outputs found

    ICONS II: Identifying Continence OptioNs after Stroke randomised controlled trial

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    Lois Thomas, Christine Roffe, Joanne Booth, Christopher Chapple, Caroline Watkins, Brenda Roe, Christopher Sutton, Bruce Hollingsworth, CĂ©u Mateus, David Britt, Cliff Panton and Kina Bennett; for the MRC Continence Programme and R&D Stroke and Incontinence Stud

    Intrinsically motivated learning of real world sensorimotor skills with developmental constraints

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    Abstract. Open-ended exploration and learning in the real world is a major challenge of developmental robotics. Three properties of real-world sensorimotor spaces provide important conceptual and technical challenges: unlearnability, high-dimensionality and unboundedness. In this chapter, we argue that exploration in such spaces needs to be constrained and guided by several combined developmental mechanisms. While intrinsic motivation, i.e. curiosity-driven learning, is a key mechanism to address this challenge, it has to be complemented and integrated with other developmental constraints, in particular: sensorimotor primitives and embodiment, task space representations, maturational processes (i.e. adaptive changes of the embodied sensorimotor apparatus), and social guidance. We illustrate and discuss the potential of such an integration of developmental mechanisms in several robot learning experiments. A central aim of developmental robotics is to study the developmental mechanisms that allow life-long and open-ended learning of new skills and new knowledg
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