Pruning Deep Reinforcement Learning for Dual User Experience and Storage Lifetime Improvement on Mobile Devices.
Chao WuYufei CuiCheng JiTei-Wei KuoChun Jason XuePublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2020)
Keyphrases
- user experience
- mobile devices
- reinforcement learning
- mobile applications
- mobile services
- m learning
- user behavior
- user studies
- end users
- remote server
- user interaction
- user interface
- mobile phone
- information access
- context aware
- mobile learning
- smart phones
- file system
- model free
- learning activities
- mobile technologies
- function approximation
- optimal policy
- learning algorithm
- search space
- emerging technologies
- online advertising
- user engagement
- data storage
- location based services
- mobile users
- mobile computing
- location aware
- markov decision processes
- energy consumption
- wireless networks