Gianluca Brero | DeepAI

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∙ 10/07/2022

Learning Stackelberg Equilibria and Applications to Economic Design Games

We study the use of reinforcement learning to learn the optimal leader's...

0 Gianluca Brero, et al. ∙

∙ 02/15/2022

Learning to Mitigate AI Collusion on Economic Platforms

Algorithmic pricing on online e-commerce platforms raises the concern of...

0 Gianluca Brero, et al. ∙

∙ 10/02/2020

Reinforcement Learning of Simple Indirect Mechanisms

We introduce the use of reinforcement learning for indirect mechanisms, ...

0 Gianluca Brero, et al. ∙

∙ 09/28/2020

Machine Learning-powered Iterative Combinatorial Auctions with Interval Bidding

We study the design of iterative combinatorial auctions for domains with...

0 Manuel Beyeler, et al. ∙

∙ 11/19/2019

Machine Learning-powered Iterative Combinatorial Auctions

In this paper, we present a machine learning-powered iterative combinato...

0 Gianluca Brero, et al. ∙

∙ 09/14/2018

Fast Iterative Combinatorial Auctions via Bayesian Learning

Iterative combinatorial auctions (CAs) are often used in multi-billion d...

0 Gianluca Brero, et al. ∙

∙ 12/14/2017

A Bayesian Clearing Mechanism for Combinatorial Auctions

We cast the problem of combinatorial auction design in a Bayesian framew...

0 Gianluca Brero, et al. ∙

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