Resource Allocation in Mobility-Aware Federated Learning Networks: A Deep Reinforcement Learning Approach.
Huy T. NguyenNguyen Cong LuongJun ZhaoChau YuenDusit NiyatoPublished in: CoRR (2019)
Keyphrases
- function approximation
- reinforcement learning
- resource allocation
- learning tasks
- learning algorithm
- state space
- markov decision processes
- online learning
- learning process
- dynamic programming
- optimal policy
- multi agent
- learning agents
- resource requirements
- distributed resource allocation
- optimal resource allocation
- dynamic resource allocation
- allocation strategies
- learning agent
- learning capabilities
- solving problems
- multi agent systems