Equilibrium threshold joining strategies in partially observable batch service queueing systems.
Olga BountaliAntonis EconomouPublished in: Ann. Oper. Res. (2019)
Keyphrases
- queueing systems
- partially observable
- heavy traffic
- single server
- finite buffer
- queueing model
- arrival rate
- state space
- decision problems
- markov decision processes
- dynamical systems
- service times
- queueing networks
- steady state
- reinforcement learning
- infinite horizon
- markov processes
- control problems
- long run
- call center
- asymptotically optimal
- state dependent
- belief state
- queue length
- web services
- reward function
- service quality
- machine learning
- parallel machines
- sufficient conditions