Integrating Online Learning and Adaptive Control in Queueing Systems with Uncertain Payoffs.
Wei-Kang HsuJiaming XuXiaojun LinMark R. BellPublished in: ITA (2018)
Keyphrases
- adaptive control
- queueing systems
- online learning
- control problems
- nonlinear systems
- control method
- control law
- dynamic environments
- e learning
- markov processes
- reinforcement learning
- arrival rate
- active learning
- control algorithm
- graphical models
- queueing model
- random walk
- sufficient conditions
- decision making
- queue length
- queueing networks
- single server