Computation Offloading and Resource Allocation in F-RANs: A Federated Deep Reinforcement Learning Approach.
Lingling ZhangYanxiang JiangFu-Chun ZhengMehdi BennisXiaohu YouPublished in: CoRR (2022)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- optimal resource allocation
- resource allocation problems
- game theory
- allocation problems
- dynamic resource allocation
- scarce resources
- allocate resources
- allocation strategies
- function approximation
- resource allocation decisions
- digital libraries
- multi agent
- markov decision processes
- reinforcement learning algorithms
- resource usage
- state space
- machine learning
- social welfare
- learning algorithm
- market equilibrium
- resource requirements
- model free
- combinatorial auctions
- distributed systems
- supply chain
- special case