Graph Enhanced Hierarchical Reinforcement Learning for Goal-oriented Learning Path Recommendation.
Qingyao LiWei XiaLi'ang YinJian ShenRenting RuiWeinan ZhangXianyu ChenRuiming TangYong YuPublished in: CIKM (2023)
Keyphrases
- goal oriented
- learning path
- hierarchical reinforcement learning
- e learning
- effective learning
- reinforcement learning
- learning objects
- learning materials
- learning experience
- recommender systems
- model free
- learning management systems
- learning scenarios
- learning process
- learning resources
- domain ontology
- collaborative filtering
- recommendation systems
- function approximation
- domain knowledge
- semi automatic
- state abstraction
- user preferences