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Reinforcement Learning with Intrinsically Motivated Feedback Graph for Lost-sales Inventory Control.
Zifan Liu
Xinran Li
Shibo Chen
Gen Li
Jiashuo Jiang
Jun Zhang
Published in:
CoRR (2024)
Keyphrases
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inventory control
lost sales
optimal policy
reinforcement learning
inventory models
inventory systems
stochastic demand
finite horizon
periodic review
supply chain
markov decision processes
lead time
state space
decision problems
base stock policies
inventory level
infinite horizon
single stage
long run
customer service
dynamic programming
random walk
multi item
markov decision process
multistage
dynamic pricing
setup cost
state dependent
average cost
demand distributions
single item
initial state
finite state
special case