DJ-MC: A Reinforcement-Learning Agent for Music Playlist Recommendation.
Elad LiebmanMaytal Saar-TsechanskyPeter StonePublished in: AAMAS (2015)
Keyphrases
- learning agent
- reinforcement learning
- music recommendation
- music retrieval
- state space
- music information retrieval
- solving problems
- learning algorithm
- reinforcement learning algorithms
- recommender systems
- learning capabilities
- selective perception
- function approximation
- recommendation systems
- multi agent
- audio features
- collaborative filtering
- learning tasks
- single agent
- markov decision processes
- model free
- audio signal
- temporal difference
- supervised learning
- user profiles
- digital music
- machine learning
- online learning
- learning process
- dynamic environments
- expert systems