Gianluca Brero

According to our database, Gianluca Brero authored at least 14 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Making a Case for Research Collaboration Between Artificial Intelligence and Operations Research Experts.

Radhika Kulkarni, Gianluca Brero, Yu Ding, Swati Gupta, Sven Koenig, Ramayya Krishnan, Thiago Serra, Phebe Vayanos, Segev Wasserkrug, Holly Wiberg

CoRR, July, 2025

2022

Learning Stackelberg Equilibria and Applications to Economic Design Games.

Gianluca Brero, Alon Eden, Darshan Chakrabarti, Matthias Gerstgrasser, Vincent Li, David C. Parkes

CoRR, 2022

Learning to Mitigate AI Collusion on Economic Platforms.

Gianluca Brero, Eric Mibuari, Nicolas Lepore, David C. Parkes

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

iMLCA: Machine Learning-powered Iterative Combinatorial Auctions with Interval Bidding.

Manuel Beyeler, Gianluca Brero, Benjamin Lubin, Sven Seuken

Proceedings of the EC '21: The 22nd ACM Conference on Economics and Computation, 2021

Reinforcement Learning of Sequential Price Mechanisms.

Gianluca Brero, Alon Eden, Matthias Gerstgrasser, David C. Parkes, Duncan Rheingans-Yoo

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Reinforcement Learning of Simple Indirect Mechanisms.

Gianluca Brero, Alon Eden, Matthias Gerstgrasser, David C. Parkes, Duncan Rheingans-Yoo

CoRR, 2020

Machine Learning-powered Iterative Combinatorial Auctions with Interval Bidding.

Manuel Beyeler, Gianluca Brero, Benjamin Lubin, Sven Seuken

CoRR, 2020

2019

Machine Learning-powered Iterative Combinatorial Auctions.

Gianluca Brero, Benjamin Lubin, Sven Seuken

CoRR, 2019

Fast Iterative Combinatorial Auctions via Bayesian Learning.

Gianluca Brero, Sébastien Lahaie, Sven Seuken

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Combinatorial Auctions via Machine Learning-based Preference Elicitation.

Gianluca Brero, Benjamin Lubin, Sven Seuken

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

A Bayesian Clearing Mechanism for Combinatorial Auctions.

Gianluca Brero, Sébastien Lahaie

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Probably Approximately Efficient Combinatorial Auctions via Machine Learning.

Gianluca Brero, Benjamin Lubin, Sven Seuken

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2014

HaptiChem: Haptic and Visual Support in Interactions with the Microscopic World.

Elisa Magnanelli, Gianluca Brero, Rosa Virginia Espinoza Garnier, Giacomo Mazzoletti, Alessandro Maria Rizzi, Sara Comai

Proceedings of the Learning and Collaboration Technologies. Technology-Rich Environments for Learning and Collaboration, 2014

Dynamics in network games with local coordination and global congestion effects.

Gianluca Brero, Giacomo Como, Fabio Fagnani

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014