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 Jainarayan Radhakrishnan

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Bibliometrics: publication history
Average citations per article1.50
Citation Count3
Publication count2
Publication years2009-2012
Available for download1
Average downloads per article285.00
Downloads (cumulative)285
Downloads (12 Months)22
Downloads (6 Weeks)3
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September 2012 ACM Transactions on Intelligent Systems and Technology (TIST): Volume 3 Issue 4, September 2012
Publisher: ACM
Citation Count: 2
Downloads (6 Weeks): 3,   Downloads (12 Months): 22,   Downloads (Overall): 285

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We present a novel ensemble architecture for learning problem-solving techniques from a very small number of expert solutions and demonstrate its effectiveness in a complex real-world domain. The key feature of our “Generalized Integrated Learning Architecture” (GILA) is a set of heterogeneous independent learning and reasoning (ILR) components, coordinated by ...
Keywords: Ensemble architecture, complex problem-solving, learning from demonstration

July 2009 IJCAI'09: Proceedings of the 21st international jont conference on Artifical intelligence
Publisher: Morgan Kaufmann Publishers Inc.
Citation Count: 1

Goal Driven Learning (GDL) focuses on systems that determine by themselves what has to be learnt and how to learn it. Typically GDL systems use meta-reasoning capabilities over a base reasoner, identifying learning goals and devising strategies. In this paper we present a novel GDL technique to deal with complex ...

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