A Reinforcement Learning Approach to Price Cloud Resources With Provable Convergence Guarantees.
Hong XieJohn C. S. LuiPublished in: IEEE Trans. Neural Networks Learn. Syst. (2022)
Keyphrases
- reinforcement learning
- convergence proof
- stochastic approximation
- cloud computing
- markov decision processes
- multi agent
- convergence rate
- function approximation
- limited resources
- state space
- resource allocation
- resource management
- robotic control
- reinforcement learning algorithms
- convergence speed
- cloud platform
- cloud computing platform
- private cloud
- computing infrastructure
- actor critic
- approximation guarantees
- cloud services
- web resources
- information resources
- dynamic programming
- learning process