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Gianluca Brero
Gianluca Brero
Postdoctoral Research Fellow, Brown University
Verified email at brown.edu - Homepage
Title
Cited by
Cited by
Year
Combinatorial Auctions via Machine Learning-based Preference Elicitation
G Brero, B Lubin, S Seuken
IJCAI, 128-136, 2018
262018
Machine Learning-powered Iterative Combinatorial Auctions
G Brero, B Lubin, S Seuken
arXiv preprint arXiv:1911.08042, 2020
232020
Reinforcement Learning of Sequential Price Mechanisms
G Brero, A Eden, M Gerstgrasser, DC Parkes, D Rheingans-Yoo
Proceedings of the AAAI Conference on Artificial Intelligence 35 (6), 5219--5227, 2021
18*2021
Fast Iterative Combinatorial Auctions via Bayesian Learning
G Brero, S Lahaie, S Seuken
Proceedings of the AAAI Conference on Artificial Intelligence 33, 1820-1828, 2019
182019
A Bayesian clearing mechanism for combinatorial auctions
G Brero, S Lahaie
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
102018
Probably approximately efficient combinatorial auctions via machine learning
G Brero, B Lubin, S Seuken
Thirty-First AAAI Conference on Artificial Intelligence, 2017
102017
Learning to mitigate ai collusion on economic platforms
G Brero, E Mibuari, N Lepore, DC Parkes
Advances in Neural Information Processing Systems 35, 37892-37904, 2022
82022
Learning Stackelberg equilibria in sequential price mechanisms
G Brero, D Chakrabarti, A Eden, M Gerstgrasser, V Li, DC Parkes
Proc. ICML Workshop for Reinforcement Learning Theory, 2021
42021
iMLCA: Machine Learning-powered Iterative Combinatorial Auctions with Interval Bidding
M Beyeler, G Brero, B Lubin, S Seuken
Proceedings of the 22nd ACM Conference on Economics and Computation, 2021
32021
Stackelberg POMDP: A Reinforcement Learning Approach for Economic Design
G Brero, A Eden, D Chakrabarti, M Gerstgrasser, A Greenwald, V Li, ...
arXiv preprint arXiv:2210.03852, 2023
1*2023
HaptiChem: Haptic and Visual Support in Interactions with the Microscopic World
E Magnanelli, G Brero, RV Espinoza Garnier, G Mazzoletti, AM Rizzi, ...
Learning and Collaboration Technologies. Technology-Rich Environments for …, 2014
12014
Dynamics in network games with local coordination and global congestion effects
G Brero, G Como, F Fagnani
53rd IEEE Conference on Decision and Control, 2100-2105, 2014
2014
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Articles 1–12