Model-free nonstationary reinforcement learning : near-optimal regret and applications in multiagent reinforcement learning and inventory control
Weichao Mao, Kaiqing Zhang, Ruihao Zhu, David Simchi-Levi, Tamer Başar
| Year of publication: |
2025
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|---|---|
| Authors: | Mao, Weichao ; Zhang, Kaiqing ; Zhu, Ruihao ; Simchi-Levi, David ; Başar, Tamer |
| Published in: |
Management science : journal of the Institute for Operations Research and the Management Sciences. - Hanover, Md. : INFORMS, ISSN 1526-5501, ZDB-ID 2023019-9. - Vol. 71.2025, 2, p. 1564-1580
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| Subject: | reinforcement learning | data-driven decision making | nonstationarity | inventory control | multiagent learning | Theorie | Theory | Lernen | Learning | Lernprozess | Learning process | Agentenbasierte Modellierung | Agent-based modeling | Lagermanagement | Warehouse management | Lagerhaltungsmodell | Inventory model |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1287/mnsc.2022.02533 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015411178