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Huanwen Shen

Purdue University - Daniels School of Business

403 Mitch Daniels Blvd

West Lafayette, IN 47907

SCHOLARLY PAPERS

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Scholarly Papers (1)

1.

Tails of Two Sides-Conditions Inspired by Thompson Sampling for Multi-armed Bandit that Lead to Further Understandings and Improvements

Number of pages: 57 Posted: 04 Jun 2026
Shiyu Song, Huanwen Shen and Jian Yang
Nanjing University, Purdue University - Daniels School of Business and Rutgers University, Business School, Department of Management Science and Information Systems
Downloads 14 (1,575,921)

Abstract:

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Multi-armed Bandit, Thompson Sampling, Two Tails, Gaussian-indexed Policies, Regret Analysis, Empirical Studies