Integrated Learning

Mailing address:
AI Center
SRI International
333 Ravenswood Avenue
Menlo Park, CA 94025-3493

AIC Program:  Intelligent Operations Management Group

The Integrated Learning project, led by BBN technologies, is focused on developing machine learning technology that would enable a system to learn general planning knowledge from user demonstrations of processes. SRI’s role on the project is to develop methods for making the learning process more interactive. Currently, we are developing a module called QUAIL (Question Asking to Inform Learning) that determines what questions should be asked of the demonstrator to facilitate learning, and when they should be asked.

• Gervasio, M. and Yeh, E. and Myers, K. Learning to Ask the Right Questions to Help a Learner Learn, in Proceedings of the 2011 International Conference on Intelligent User Interfaces, 2011.  [Details]

• Gervasio, M. and Yeh, E. and Myers, K. Learning to Ask the Right Questions, in Proceedings of the AAMAS Workshop on Agents Learning Interactively from Human Teachers , 2010.  [PDF, Details]

• Kim, J. and Myers, K. and Gervasio, M. and Gil, Y. . Goal-directed Metacontrol for Integrated Procedure Learning in Metareasoning: Thinking about thinking, MIT Press, 2010.  [PDF, Details]

• Gervasio, M. and Myers, K., and desJardins, M. and Yaman, F. Question Asking to Inform Preference Learning: A Case Study, in AAAI Spring Symposium on Agents that Learn from Human Teachers, March 2009.  [PDF, Details]

• Gervasio, M. and Myers, K. L. Question Asking to Inform Procedure Learning, in Proceedings of the AAAI-08 Workshop "Metareasoning: Thinking about Thinking", July 2008.  [PDF, Details]

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