Secure Deep Reinforcement Learning for Dynamic Resource Allocation in Wireless MEC Networks.
Xin HaoPhee Lep YeohChangyang SheBranka VuceticYonghui LiPublished in: IEEE Trans. Commun. (2024)
Keyphrases
- dynamic resource allocation
- reinforcement learning
- cellular networks
- wireless networks
- social networks
- access points
- access network
- wireless communication
- mobile devices
- allocation policies
- call admission control
- resource allocation
- function approximation
- reinforcement learning algorithms
- network connectivity
- wireless medium
- mobile users
- learning algorithm
- state space
- community structure
- network structure
- wireless technologies
- machine learning
- mobile wireless
- optimal policy
- learning process
- peer to peer
- mobile phone
- switched networks
- network infrastructure
- function approximators
- complex networks
- network design
- mobile networks