Federated Deep Reinforcement Learning for Online Task Offloading and Resource Allocation in WPC-MEC Networks.
Lianqi ZangXin ZhangBoren GuoPublished in: IEEE Access (2022)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource allocation problems
- optimal resource allocation
- resource requirements
- online learning
- resource allocation decisions
- dynamic resource allocation
- allocation problems
- scarce resources
- game theory
- function approximation
- machine learning
- resource allocation and scheduling
- allocation strategies
- dynamic programming
- real time
- resource consumption
- social welfare
- distributed resource allocation
- trading agents
- grid environment
- cellular networks
- utility function
- digital libraries
- multi agent