Finding Optimal Policy for Queueing Models: New Parameterization.
Trang H. TranLam M. NguyenKatya ScheinbergPublished in: CoRR (2022)
Keyphrases
- optimal policy
- state dependent
- queueing model
- markov decision processes
- finite horizon
- decision problems
- steady state
- long run
- stationary distribution
- infinite horizon
- state space
- reinforcement learning
- dynamic programming
- initial state
- finite state
- multistage
- sufficient conditions
- markov chain
- average cost
- markov decision process
- asymptotically optimal
- lost sales
- stochastic demand