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Efficient Algorithms for Generalized Linear Bandits with Heavy-tailed Rewards
Lijun Zhang is the corresponding author.
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Adaptive Linear Estimating Equations
Sequential data collection has emerged as a widely adopted technique for enhancing the efficiency of data gathering processes. Despite its advantages, such data collection mechanism often introduces complexities to the statistical inference procedure.
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Learning convex bounds for linear quadratic control policy synthesis
Jack Umenberger, Thomas B. Schön
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Beyond Confidence Regions: Tight Bayesian Ambiguity Sets for Robust MDPs
Marek Petrik, Reazul Hasan Russel
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2f0bb736ccc8551ef5bcc9165c2a4d9e-Paper-Conference.pdf
The difference is significant, sincesp(h) Dand the gap between the twocanbearbitrarily large.
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