Reinforcement Learning-Based Task Scheduling Using DVFS Techniques in Mobile Devices.
Mohammadamin HajiKhodaverdianHamed RastaghiMilad SaadatHamed Shah-MansouriPublished in: PIMRC (2023)
Keyphrases
- mobile devices
- reinforcement learning
- context aware
- mobile learning
- mobile phone
- learning activities
- smart phones
- state space
- mobile environments
- computing systems
- location based services
- function approximation
- learning algorithm
- scheduling algorithm
- mobile applications
- markov decision processes
- embedded devices
- model free
- communication technologies
- power reduction
- optimal control
- reinforcement learning algorithms
- temporal difference
- tablet computers
- energy aware
- location aware
- machine learning
- multi agent
- mobile computing
- optimal policy
- mobile technologies
- transfer learning
- resource management
- computing environments
- grid computing
- mobile services
- desktop computers
- computing devices
- mobile users
- robotic control