Deep Reinforcement Learning for Combined Coverage and Resource Allocation in UAV-aided RAN-slicing.
Lorenzo BelloneBoris GalkinEmiliano TraversiEnrico NatalizioPublished in: CoRR (2022)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource allocation problems
- optimal resource allocation
- allocation problems
- function approximation
- game theory
- learning algorithm
- resource consumption
- dynamic resource allocation
- allocation strategies
- resource usage
- resource allocation decisions
- temporal difference
- state space
- model free
- reinforcement learning algorithms
- unmanned aerial vehicles
- resource requirements
- markov decision processes
- path planning
- combinatorial auctions
- learning tasks
- resource availability
- optimal policy
- power allocation
- cooperative
- machine learning