Reinforcement learning of pedagogical policies in adaptive and intelligent educational systems.
Ana IglesiasPaloma MartínezRicardo AlerFernando FernándezPublished in: Knowl. Based Syst. (2009)
Keyphrases
- reinforcement learning
- intelligent educational systems
- optimal policy
- adaptive learning systems
- policy search
- learning process
- function approximation
- learning environment
- control policies
- e learning
- learning objects
- reward function
- temporal difference
- control policy
- learning capabilities
- learning experience
- learning systems
- state space
- model free
- markov decision process
- learning design
- markov decision problems
- using semantic web technologies
- artificial neural networks
- policy gradient methods
- fitted q iteration