Rethinking Reinforcement Learning for Recommendation: A Prompt Perspective.
Xin XinTiago PimentelAlexandros KaratzoglouPengjie RenKonstantina ChristakopoulouZhaochun RenPublished in: SIGIR (2022)
Keyphrases
- reinforcement learning
- function approximation
- collaborative filtering
- recommender systems
- model free
- viewpoint
- state space
- user preferences
- robotic control
- machine learning
- recommendation systems
- transfer learning
- markov decision processes
- multi agent
- temporal difference learning
- learning algorithm
- temporal difference
- genetic algorithm
- user behavior
- autonomous learning
- reinforcement learning methods
- action space
- personalized recommendation
- learning capabilities
- reinforcement learning algorithms
- technology enhanced learning
- information overload
- case study
- optimal control
- information technology