User Interaction Aware Reinforcement Learning for Power and Thermal Efficiency of CPU-GPU Mobile MPSoCs.
Somdip DeyAmit Kumar SinghXiaohang WangKlaus D. McDonald-MaierPublished in: DATE (2020)
Keyphrases
- user interaction
- reinforcement learning
- user studies
- user feedback
- user behavior
- user experience
- mobile devices
- graphics processors
- interactive image segmentation
- user input
- user interface
- graphics processing units
- multithreading
- real time
- interactive segmentation
- mobile phone
- machine learning
- infrared
- markov decision processes
- function approximation
- general purpose
- heterogeneous computing
- mobile environments
- parallel implementation
- highly efficient
- parallel processing
- power consumption
- optimal policy
- context aware
- state space
- learning algorithm