ReCARL: Resource Allocation in Cloud RANs With Deep Reinforcement Learning.
Zhiyuan XuJian TangChengxiang YinYanzhi WangGuoliang XueJing WangMustafa Cenk GursoyPublished in: IEEE Trans. Mob. Comput. (2022)
Keyphrases
- resource allocation
- reinforcement learning
- cloud computing
- resource management
- resource allocation problems
- optimal resource allocation
- game theory
- model free
- function approximation
- cloud computing environment
- resource allocation decisions
- allocation problems
- state space
- resource allocation and scheduling
- combinatorial auctions
- markov decision processes
- virtual machine
- temporal difference
- dynamic resource allocation
- scarce resources
- multi agent
- machine learning
- reinforcement learning algorithms
- service level agreements
- resource requirements
- data center
- learning process
- grid environment
- learning agent
- learning algorithm