Faster Teaching via POMDP Planning.
Anna N. RaffertyEmma BrunskillThomas L. GriffithsPatrick ShaftoPublished in: Cogn. Sci. (2016)
Keyphrases
- planning problems
- partially observable markov decision processes
- belief space
- partially observable
- partially observable markov decision process
- planning under uncertainty
- state space
- ai planning
- belief state
- higher education
- heuristic search
- e learning
- partially observable stochastic domains
- dynamical systems
- online learning
- markov decision processes
- point based value iteration
- stochastic domains
- finite state
- learning process
- machine learning
- partial observability
- learning environment
- predictive state representations
- high school
- reinforcement learning
- blocks world
- problem based learning
- distance learning
- dynamic environments
- learning systems
- hidden state
- motion planning
- markov decision problems
- computational complexity
- teacher education
- cooperative learning
- teaching methods
- dynamic programming
- planning domains