Improving Long-Term Metrics in Recommendation Systems using Short-Horizon Offline RL.
Bogdan MazourePaul MineiroPavithra SrinathReza Sharifi SedehDoina PrecupAdith SwaminathanPublished in: CoRR (2021)
Keyphrases
- recommendation systems
- long term
- collaborative filtering
- reinforcement learning
- short term
- recommender systems
- user preferences
- recommendation quality
- social recommendation
- user modeling
- collaborative filtering recommendation algorithm
- web search
- search engine
- recommendation algorithms
- machine learning
- user feedback
- learning process
- training set