Bounded Off-Policy Evaluation with Missing Data for Course Recommendation and Curriculum Design.
William HoilesMihaela van der SchaarPublished in: ICML (2016)
Keyphrases
- missing data
- policy evaluation
- curriculum design
- least squares
- temporal difference
- reinforcement learning
- monte carlo
- model free
- function approximation
- markov decision processes
- collaborative filtering
- recommender systems
- missing values
- low rank
- variance reduction
- matrix factorization
- policy iteration
- semi parametric
- computer supported
- professional development
- problem based learning
- incomplete data
- educational technology
- optimal policy
- blended learning
- feature space
- project based learning
- action selection
- neural network
- e learning