Personalized Intelligent Tutoring System Using Reinforcement Learning
Malpani, Ankit (Microsoft Corporation, India) | Ravindran, Balaraman (Indian Institute of Technology Madras) | Murthy, Hema (Indian Institute of Technology Madras)
In this paper, we present a Personalized Intelligent Tutoring System that uses Reinforcement Learning techniques to implicitly learn teaching rules and provide instructions to students based on their needs. The system works on coarsely labeled data with minimum expert knowledge to ease extension to newer domains.
May-18-2011
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