Deep Reinforcement Learning for Combined Coverage and Resource Allocation in UAV-Aided RAN-Slicing.
Lorenzo BelloneBoris GalkinEmiliano TraversiEnrico NatalizioPublished in: DCOSS-IoT (2023)
Keyphrases
- resource allocation
- reinforcement learning
- resource allocation problems
- optimal resource allocation
- resource management
- allocation problems
- allocation strategies
- resource requirements
- learning algorithm
- function approximation
- scarce resources
- allocate resources
- markov decision processes
- resource allocation decisions
- resource usage
- job scheduling
- social welfare
- unmanned aerial vehicles
- machine learning
- temporal difference
- optimal policy
- multi agent
- reinforcement learning algorithms
- resource availability
- model free
- combinatorial auctions
- power allocation
- game theory
- distributed resource allocation