Regret of Queueing Bandits.
Subhashini KrishnasamyRajat SenRamesh JohariSanjay ShakkottaiPublished in: CoRR (2016)
Keyphrases
- regret bounds
- multi armed bandit problems
- multi armed bandit
- multi armed bandits
- steady state
- bandit problems
- online learning
- expert advice
- lower bound
- arrival rate
- linear regression
- queueing theory
- priority scheduling
- queueing systems
- state dependent
- queue length
- upper bound
- heavy traffic
- queueing model
- minimax regret
- stochastic systems
- confidence bounds
- weighted majority
- neural network
- pairwise
- special case
- loss function
- long run