DJ-MC: A Reinforcement-Learning Agent for Music Playlist Recommendation.

Elad Liebman Maytal Saar-Tsechansky Peter Stone

Published 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