Inventory Pooling using Deep Reinforcement Learning.
Kameshwaran SampathSandeep NishadSai Koti Reddy DandaPankaj DayamaSuryanarayana SankagiriPublished in: SCC (2022)
Keyphrases
- reinforcement learning
- state space
- function approximation
- lead time
- optimal policy
- inventory control
- model free
- multi agent
- infinite horizon
- lot sizing
- supply chain
- machine learning
- multi item
- data sets
- learning algorithm
- multi echelon
- reinforcement learning algorithms
- action space
- profit maximization
- markov decision processes
- deep learning
- service level
- dynamic programming
- action selection
- optimal control
- genetic algorithm
- markov chain
- image classification
- robotic control
- multi agent reinforcement learning
- material handling
- autonomous learning
- inventory management
- function approximators
- inventory level
- state dependent
- finite horizon
- learning process