A Federated Deep Reinforcement Learning-based Approach to Secure Resource Allocation in Power Communication Networks.
Zhengxiong MaoHang ZhangHui LiZuyuan HuangYuan TianXiaoping ZhaoPublished in: AIIPCC (2022)
Keyphrases
- resource allocation
- communication networks
- reinforcement learning
- power allocation
- wireless communication
- resource allocation problems
- resource management
- optimal resource allocation
- allocation problems
- smart grid
- computer networks
- resource allocation decisions
- distributed resource allocation
- scarce resources
- allocate resources
- distributed databases
- network structure
- reinforcement learning algorithms
- allocation strategies
- combinatorial auctions
- learning agents
- markov decision processes
- optimal policy
- state space
- dynamic resource allocation
- digital libraries
- information systems
- machine learning
- database management systems
- database systems