Scalable POMDPs for Diagnosis and Planning in Intelligent Tutoring Systems.
Jeremiah T. Folsom-KovarikGita SukthankarSae Lynne SchatzDenise M. NicholsonPublished in: AAAI Fall Symposium: Proactive Assistant Agents (2010)
Keyphrases
- intelligent tutoring systems
- partially observable markov decision processes
- student model
- belief space
- predictive state representations
- tutoring system
- partially observable
- planning problems
- belief state
- student modeling
- intelligent tutoring
- reinforcement learning
- authoring tool
- model based diagnosis
- cognitive model
- dynamical systems
- intelligent learning environments
- instructional systems
- educational systems
- tutorial dialogue
- intelligent tutors
- web based learning systems
- state space
- concept maps
- cognitive tutor
- affective states
- markov decision processes
- knowledge space theory