Experience-Driven Computational Resource Allocation of Federated Learning by Deep Reinforcement Learning.
Yufeng ZhanPeng LiSong GuoPublished in: IPDPS (2020)
Keyphrases
- resource allocation
- reinforcement learning
- learning algorithm
- learning process
- scarce resources
- learning tasks
- resource management
- mathematical programming
- optimal resource allocation
- resource allocation problems
- online learning
- dynamic environments
- model free
- resource consumption
- function approximators
- resource usage
- allocate resources
- state space
- dynamic programming
- distributed resource allocation