Joint Device Participation, Dataset Management, and Resource Allocation in Wireless Federated Learning via Deep Reinforcement Learning.
Jinlian ChenJun ZhangNan ZhaoYiyang PeiYing-Chang LiangDusit NiyatoPublished in: IEEE Trans. Veh. Technol. (2024)
Keyphrases
- resource allocation
- reinforcement learning
- learning algorithm
- learning process
- scarce resources
- resource management
- decision making
- multi agent
- learning capabilities
- function approximation
- machine learning
- markov decision processes
- solving problems
- state space
- learning agents
- resource allocation problems
- data management
- distributed systems
- management system
- reinforcement learning algorithms
- resource availability
- dynamic programming