Resource allocation in 5G cloud-RAN using deep reinforcement learning algorithms: A review.
Mohsen KhaniShahram JamaliMohammad Karim SohrabiMohammad Mohsen SadrAli GhaffariPublished in: Trans. Emerg. Telecommun. Technol. (2024)
Keyphrases
- resource allocation
- reinforcement learning algorithms
- reinforcement learning
- model free
- markov decision processes
- state space
- cloud computing
- reinforcement learning problems
- reinforcement learning methods
- resource management
- resource allocation problems
- temporal difference
- learning algorithm
- function approximation
- allocation problems
- game theory
- allocation strategies
- dynamic environments
- cloud computing environment
- optimal resource allocation
- scarce resources
- resource allocation and scheduling
- resource allocation decisions
- social welfare
- reward function
- data mining
- objective function
- linear programming
- combinatorial auctions
- distributed resource allocation
- virtual machine