An Optimal Control Problem Formulation for a State Dependent Resource Allocation Strategy.
Paolo Di GiamberardinoDaniela IacovielloPublished in: ICINCO (1) (2017)
Keyphrases
- optimal control
- state dependent
- allocation strategy
- optimal policy
- steady state
- dynamic programming
- reinforcement learning
- queueing networks
- markov chain
- control strategy
- single server
- infinite horizon
- arrival rate
- optimal control problems
- asymptotically optimal
- queue length
- resource allocation
- stationary distribution
- customer demand
- markov decision processes
- random walk
- machine learning
- state space
- inventory level
- neural network