ACM Transactions on Intelligent Systems and Technology (TIST): Volume 3 Issue 4, September 2012
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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 ...
Ensemble architecture, complex problem-solving, learning from demonstration