Effects of system parameters on the optimal policy structure in a class of queueing control problems.
Eren Basar ÇilE. Lerzan ÖrmeciFikri KaraesmenPublished in: Queueing Syst. Theory Appl. (2009)
Keyphrases
- optimal policy
- control problems
- reinforcement learning
- state dependent
- long run
- optimal control
- infinite horizon
- queueing systems
- finite horizon
- markov decision processes
- state space
- dynamic programming
- markov decision process
- steady state
- decision problems
- multistage
- average cost
- asymptotically optimal
- finite state
- sufficient conditions
- policy iteration
- lost sales
- markov chain
- control algorithm
- control system
- average reward
- machine learning