Mobile Traffic Offloading with Forecasting using Deep Reinforcement Learning.
Chih-Wei HuangPo-Chen ChenPublished in: CoRR (2019)
Keyphrases
- reinforcement learning
- traffic volume
- mobile devices
- mobile phone
- function approximation
- server logs
- network traffic
- short term
- machine learning
- model free
- traffic flow
- real time
- markov decision processes
- weather forecasting
- computing environments
- exchange rate
- multi agent
- learning algorithm
- traffic control
- congestion control
- financial time series
- traffic management
- temporal difference
- mobile environments
- mobile learning
- mobile networks
- optimal control
- road network
- mobile computing
- smart phones
- artificial neural networks
- traffic data
- support vector regression
- learning process
- mobile applications
- wireless link
- optimal policy
- forecast models
- wireless networks