An Incremental Deductive Strategy for Controlling Constructive Induction in Learning from Examples

Authors:
Renée Elio;Larry Watanabe
Affiliations:
Department of Computing Science, The University of Alberta, Edmonton, Alberta, Canada T6G 2H1. REE@CS.UALBERTA.CA;Department of Computing Science, The University of Alberta, Edmonton, Alberta, Canada T6G 2H1. WATANABE@CS.UIUC.EDU
Venue:
Machine Learning
Year:
1991

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Abstract

This article considers adaptive control architectures that integrate active sensory-motor systems with decision systems based on reinforcement learning. One unavoidable consequence of active perception is that the agent's internal representation often ...