A reinforcement learning agent for personalized information filtering.
Young-Woo SeoByoung-Tak ZhangPublished in: IUI (2000)
Keyphrases
- information filtering
- learning agent
- reinforcement learning
- user profiles
- state space
- reinforcement learning algorithms
- information retrieval
- learning capabilities
- solving problems
- learning algorithm
- recommender systems
- learning tasks
- text mining
- function approximation
- selective perception
- model free
- collaborative filtering
- learning process
- machine learning
- multi agent
- databases
- single agent
- fuzzy logic
- active learning
- reward function
- knowledge base
- markov chain
- user interests
- data mining methods
- markov decision processes
- optimal policy
- data analysis
- neural network