Collaborative Multi-Agent Deep Reinforcement Learning for Energy-Efficient Resource Allocation in Heterogeneous Mobile Edge Computing Networks.
Yang XiaoYuqian SongJun LiuPublished in: IEEE Trans. Wirel. Commun. (2024)
Keyphrases
- resource allocation
- energy efficient
- reinforcement learning
- multi agent
- wireless sensor networks
- energy consumption
- sensor networks
- heterogeneous networks
- base station
- resource allocation problems
- mobile nodes
- grid environment
- mobile devices
- mobile phone
- resource management
- multi hop
- routing protocol
- cellular networks
- allocation strategies
- data dissemination
- cooperative
- learning algorithm
- energy efficiency
- state space
- mobile users
- mobile networks
- optimal resource allocation
- routing algorithm
- multi agent systems
- mobile communication
- single agent
- resource allocation decisions
- social networks
- context aware
- wireless technologies
- network structure
- learning agents
- multimedia services
- mobility management
- reinforcement learning algorithms
- data transmission
- wireless networks
- real time
- flow network
- mobile environments