Modeling the Impact of Habituation and Breaks in Exploitation Process on Multi-Armed Bandits Performance-Reference-Cited by-同舟云学术

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Modeling the Impact of Habituation and Breaks in Exploitation Process on Multi-Armed Bandits Performance

Published:2023 Issue: Volume:225 Page:4730-4739
ISSN:1877-0509
Container-title:Procedia Computer Science
language:en
Short-container-title:Procedia Computer Science

Author:

Bortko Kamil,Bartków Piotr,Jankowski Jarosław

Funder

Narodowe Centrum Nauki

Publisher

Elsevier BV

Subject

General Engineering

Reference25 articles.

1. Best arm identification in multi-armed bandits;Audibert,2010

2. Exploration–exploitation tradeof using variance estimates in multi-armed bandits;Audibert;Theoretical Computer Science,2009

3. Using confidence bounds for exploitation-exploration trade-ofs;Auer;Journal of Machine Learning Research,2002

4. Finite-time analysis of the multiarmed bandit problem;Auer;Machine learning,2002

5. The nonstochastic multiarmed bandit problem;Auer;SIAM journal on computing,2002

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