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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...
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02/15/2022
Learning to Mitigate AI Collusion on Economic Platforms
Algorithmic pricing on online e-commerce platforms raises the concern of...
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10/02/2020
Reinforcement Learning of Simple Indirect Mechanisms
We introduce the use of reinforcement learning for indirect mechanisms, ...
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09/28/2020
Machine Learning-powered Iterative Combinatorial Auctions with Interval Bidding
We study the design of iterative combinatorial auctions for domains with...
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11/19/2019
Machine Learning-powered Iterative Combinatorial Auctions
In this paper, we present a machine learning-powered iterative combinato...
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09/14/2018
Fast Iterative Combinatorial Auctions via Bayesian Learning
Iterative combinatorial auctions (CAs) are often used in multi-billion d...
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12/14/2017