Deep Reinforcement Learning for User Association and Resource Allocation in Heterogeneous Networks.
Nan ZhaoYing-Chang LiangDusit NiyatoYiyang PeiYunhao JiangPublished in: GLOBECOM (2018)
Keyphrases
- resource allocation
- heterogeneous networks
- reinforcement learning
- resource management
- resource allocation problems
- allocation problems
- optimal resource allocation
- combinatorial auctions
- machine learning
- user interface
- scarce resources
- social networks
- dynamic resource allocation
- allocation strategies
- multiple types
- link prediction
- heterogeneous information networks
- user profiles
- allocate resources
- user interests
- transfer learning
- user preferences
- collaborative filtering
- relevance feedback
- state space
- multi agent