Can deep reinforcement learning improve inventory management? Performance on lost sales, dual-sourcing, and multi-echelon problems
Problem definition: Is deep reinforcement learning (DRL) effective at solving inventory problems? Academic/practical relevance: Given that DRL has successfully been applied in computer games and robotics, supply chain researchers and companies are interested in its potential in inventory management....
| Autor principal: | |
|---|---|
| Outros Autores: | , , |
| Formato: | article |
| Idioma: | eng |
| Publicado em: |
2022
|
| Assuntos: | |
| Texto completo: | http://hdl.handle.net/10400.14/38036 |
| País: | Portugal |
| Oai: | oai:repositorio.ucp.pt:10400.14/38036 |