Empirically Evaluating the Effectiveness of POMDP vs. MDP Towards the Pedagogical Strategies Induction.
Shitian ShenBehrooz MostafaviCollin F. LynchTiffany BarnesMin ChiPublished in: AIED (2) (2018)
Keyphrases
- markov decision processes
- reinforcement learning
- finite state
- state space
- markov decision process
- optimal policy
- partially observable
- partially observable markov decision processes
- machine learning
- planning under uncertainty
- learning process
- dynamic programming
- markov decision problems
- partially observable stochastic games
- partially observable markov decision process
- belief space
- teaching strategies
- learning activities
- learning objects
- search algorithm
- e learning