Avoiding starvation of arms in restless multi-armed bandit

Avoiding starvation of arms in restless multi-armed bandit

Restless multi-armed bandits (RMAB) is a popular framework for optimizing performance with limited resources under uncertainty. It is an extremely useful model for monitoring beneficiaries (arms) and executing timely interventions using health workers (limited resources) to ensure optimal benefit in...

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Bibliographic Details
Main Authors: LI, Dexun, VARAKANTHAM, Pradeep
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2023
Subjects:
Automated calls
Community OR
Fairness
Optimizing performance
Patient health
Restless multi-armed bandit
Softmax
Uncertainty
Whittle indexs
Workers'
Databases and Information Systems
Online Access:https://ink.library.smu.edu.sg/sis_research/8593
https://ink.library.smu.edu.sg/context/sis_research/article/9596/viewcontent/Avoiding_Starvation_of_Arms_in_Restless_Multi_Armed_Bandits.pdf
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Institution: Singapore Management University
Language: English

Internet

https://ink.library.smu.edu.sg/sis_research/8593
https://ink.library.smu.edu.sg/context/sis_research/article/9596/viewcontent/Avoiding_Starvation_of_Arms_in_Restless_Multi_Armed_Bandits.pdf

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