ENTITY Yanlin Qu

Yanlin Qu

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TOOL · CL_56460 · May 28 · 04:00

Thompson Sampling viewed as online optimization

A new paper recasts Thompson Sampling, a widely used bandit algorithm, as an online optimization problem. This perspective reveals how posterior sampling balances exploration and exploitation by mimicking a Bellman-opti…