MarlRank: Multi-agent Reinforced Learning to Rank.
Shihao ZouZhonghua LiMohammad AkbariJun WangPeng ZhangPublished in: CoRR (2019)
Keyphrases
- learning to rank
- multi agent
- information retrieval
- ranking functions
- loss function
- document retrieval
- evaluation measures
- collaborative filtering
- direct optimization
- reinforcement learning
- query dependent
- ranking svm
- learning to rank algorithms
- supervised learning
- test collection
- retrieval systems
- web search engines
- search engine
- data sets
- balancing exploration and exploitation
- ranking models
- evaluation metrics
- feature space
- feature selection
- machine learning