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Learning Generalizable Control Programs

Published in IEEE Transactions on Autonomous Mental Development • Jan 7, 2011
NobleIDNI4P91W25R18S74
Authors:
Stephen Hart
,
Roderic A. Grupen

Abstract

In this paper, we present a framework for guiding autonomous learning in robot systems. The paradigm we introduce allows a robot to acquire new skills according to an intrinsic motivation function that finds behavioral affordances. Affordances-in the sense of (Gibson, Toward and Ecological Psycholog...

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