Reinforcement Learning Based Path Exploration for Sequential Explainable Recommendation.
Yicong LiHongxu ChenYile LiLin LiPhilip S. YuGuandong XuPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- reinforcement learning
- active exploration
- exploration strategy
- recommender systems
- exploration exploitation
- action selection
- function approximation
- collaborative filtering
- state space
- shortest path
- model based reinforcement learning
- autonomous learning
- model free
- optimal policy
- recommendation systems
- robotic control
- temporal difference
- reinforcement learning algorithms
- markov decision processes
- user preferences
- personalized recommendation
- neural network
- tag recommendation
- policy search
- exploration exploitation tradeoff
- reinforcement learning methods
- action space
- endpoints
- learning problems
- active learning
- multi agent
- learning algorithm