Optimistic posterior sampling for reinforcement learning : worst-case regret bounds
Shipra Agrawal, Randy Jia
| Year of publication: |
2023
|
|---|---|
| Authors: | Agrawal, Shipra ; Jia, Randy |
| Published in: |
Mathematics of operations research. - Hanover, Md. : INFORMS, ISSN 1526-5471, ZDB-ID 2004273-5. - Vol. 48.2023, 1, p. 363-392
|
| Subject: | Markov decision process | regret bounds | reinforcement learning | Thompson sampling | Stichprobenerhebung | Sampling | Markov-Kette | Markov chain | Entscheidung | Decision | Lernprozess | Learning process | Lernen | Learning | Entscheidung unter Unsicherheit | Decision under uncertainty | Begrenzte Rationalität | Bounded rationality | Entscheidungstheorie | Decision theory |
Online Resource
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1287/moor.2022.1266 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10014312555