MPTCP Throughput Enhancement by Q-Learning for Mobile Devices.
Esmaeil FakhimiParisa DaneshjooSaeid RezaeiAli Akbar MovassaghRamin KarimiYongrui QinPublished in: HPCC/SmartCity/DSS (2018)
Keyphrases
- mobile devices
- reinforcement learning
- cooperative
- response time
- context aware
- image enhancement
- multi agent
- state space
- function approximation
- image processing
- mobile phone
- mobile learning
- learning algorithm
- smart phones
- mobile computing
- computing devices
- learning rate
- reinforcement learning algorithms
- learning activities
- mobile applications
- location based services
- model free
- action selection
- mobile users
- stochastic approximation
- location aware
- tablet computers
- communication technologies
- optimal policy
- multi agent reinforcement learning
- mobile networks
- potential field
- temporal difference learning
- embedded devices
- traffic signal
- ubiquitous computing
- resource utilization
- mobile environments
- neural network
- learning tasks
- multimedia
- machine learning