Joint UAV Deployment and Resource Allocation: A Personalized Federated Deep Reinforcement Learning Approach.
Xinyi XuGang FengShuang QinYijing LiuYao SunPublished in: IEEE Trans. Veh. Technol. (2024)
Keyphrases
- resource allocation
- reinforcement learning
- resource allocation problems
- resource management
- function approximation
- game theory
- optimal resource allocation
- allocation problems
- resource requirements
- allocation strategies
- model free
- digital libraries
- resource allocation decisions
- learning process
- e learning
- reinforcement learning algorithms
- unmanned aerial vehicles
- allocate resources
- optimal policy
- markov decision processes
- cooperative
- resource consumption
- machine learning
- distributed resource allocation
- path planning
- state space
- learning algorithm
- learning agents
- combinatorial auctions
- dynamic environments
- distributed systems
- power allocation
- scarce resources
- data sources
- market equilibrium