Privileged Knowledge State Distillation for Reinforcement Learning-based Educational Path Recommendation.
Qingyao LiWei XiaLi'ang YinJiarui JinYong YuPublished in: KDD (2024)
Keyphrases
- reinforcement learning
- state space
- knowledge base
- learning systems
- knowledge discovery
- shortest path
- prior knowledge
- collaborative filtering
- machine learning
- learning analytics
- knowledge acquisition
- educational material
- information overload
- function approximation
- learning technologies
- knowledge sharing
- markov decision processes
- optimal policy
- data mining techniques
- recommender systems
- e learning