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Conference Papers Year : 2008

How can we define intrinsic motivation ?

Abstract

Intrinsic motivation is a crucial mechanism for open-ended cognitive development since it is the driver of spontaneous exploration and curiosity. Yet, it has so far only been conceptualized in ad hoc manners in the epigenetic robotics com- munity. After reviewing different approaches to intrinsic motivation in psychology, this pa- per presents a unified definition of intrinsic mo- tivation, based on the theory of Daniel Berlyne. Based on this definition, we propose a landscape of types of computational approaches, making it possible to position existing and future models rel- ative to each other, and we show that important approaches are still to be explored.
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Dates and versions

inria-00420175 , version 1 (28-09-2009)

Identifiers

  • HAL Id : inria-00420175 , version 1

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Pierre-Yves Oudeyer, Frédéric Kaplan. How can we define intrinsic motivation ?. the 8th International Conference on Epigenetic Robotics: Modeling Cognitive Development in Robotic Systems, 2008, Brighton, United Kingdom. ⟨inria-00420175⟩
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