Personalized federated reinforcement learning: Balancing personalization and experience sharing via distance constraint.
Weicheng XiongQuan LiuFanzhang LiBangjun WangFei ZhuPublished in: Expert Syst. Appl. (2024)
Keyphrases
- reinforcement learning
- user modeling
- user profiles
- personalized information
- user model
- providing personalized
- individual user
- context aware
- user specific
- web personalization
- personal preferences
- personalized services
- distance measure
- personalized search
- e learning
- recommender systems
- digital libraries
- linear constraints
- learning algorithm
- information services
- multiple users
- information filtering
- multi agent
- state space
- distance function
- distance metric
- knowledge sharing
- machine learning
- user profiling
- information retrieval
- data sources
- personalized recommendation
- model free
- user experience
- adaptive learning
- function approximation
- markov decision processes
- user centered
- optimal policy
- user preferences
- personalized learning
- data sharing
- learner profiles
- news recommendation
- distance transform