Resource allocation for UAV-assisted 5G mMTC slicing networks using deep reinforcement learning.
Rohit Kumar GuptaSaubhik KumarRajiv MisraPublished in: Telecommun. Syst. (2023)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource allocation problems
- optimal resource allocation
- resource allocation and scheduling
- allocation problems
- scarce resources
- function approximation
- combinatorial auctions
- resource requirements
- resource availability
- allocation strategies
- game theory
- dynamic resource allocation
- cellular networks
- distributed resource allocation
- machine learning
- state space
- path planning
- resource allocation decisions
- markov decision processes
- model free
- market equilibrium
- resource usage
- allocate resources
- grid resource
- flow network
- job scheduling
- trading agents
- social welfare
- learning algorithm