Faster Teaching by POMDP Planning.
Anna N. RaffertyEmma BrunskillThomas L. GriffithsPatrick ShaftoPublished in: AIED (2011)
Keyphrases
- planning problems
- partially observable markov decision processes
- belief space
- partially observable
- stochastic domains
- partially observable markov decision process
- state space
- planning under uncertainty
- belief state
- reinforcement learning
- learning environment
- domain independent
- learning process
- heuristic search
- computer programming
- finite state
- educational technology
- online learning
- decision problems
- distance learning
- higher education
- markov decision problems
- motion planning
- teacher education
- planning domains
- sequential decision making problems
- partially observable stochastic domains
- partial observability
- blocks world
- ai planning
- learning analytics
- multi agent