Alessandro Nuara — accepted AI-conference papers

2023

Dynamic Pricing with Volume Discounts in Online Settings

Marco Mussi, Gianmarco Genalti, Alessandro Nuara, Francesco Trovó, Marcello Restelli, Nicola Gatti

AAAI 2023technical

According to the main international reports, more pervasive industrial and business-process automation, thanks to machine learning and advanced analytic tools, will unlock more than 14 trillion USD worldwide annually by 2030. In the specific case of pricing problems, which constitute the class of pr…

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2016

Estimating Maximum Expected Value through Gaussian Approximation

Carlo D’Eramo, Marcello Restelli, Alessandro Nuara

ICML 2016poster

This paper is about the estimation of the maximum expected value of a set of independent random variables. The performance of several learning algorithms (e.g., Q-learning) is affected by the accuracy of such estimation. Unfortunately, no unbiased estimator exists. The usual approach of taking the m…

Cited by 63 Source ↗PDF ↗Scholar ↗