Reinforcement learning approaches for specifying ordering policies of perishable inventory systems.

Ahmet Kara Ibrahim Dogan

Published in: Expert Syst. Appl. (2018)

Keyphrases

inventory systems
single stage
lost sales
multi item
reinforcement learning
periodic review
optimal policy
lead time
lot sizing
multistage
stochastic lead times
production system
cost function
markov decision process
reward function
single item
finite state
dynamic programming
learning algorithm