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The paper studies the problem of auction design in a setting where the auctioneer accesses the knowledge of the valuation distribution only through statistical samples. A new framework is established that combines the statistical decision…

计量经济学 · 经济学 2022-02-22 Haitian Xie

In online advertising, search engines sell ad placements for keywords continuously through auctions. This problem can be seen as an infinitely repeated game since the auction is executed whenever a user performs a query with the keyword. As…

计算机科学与博弈论 · 计算机科学 2022-01-25 Francesco Belardinelli , Wojtek Jamroga , Vadim Malvone , Munyque Mittelmann , Aniello Murano , Laurent Perrussel

We study combinatorial auctions with bidders that exhibit endowment effect. In most of the previous work on cognitive biases in algorithmic game theory (e.g., [Kleinberg and Oren, EC'14] and its follow-ups) the focus was on analyzing the…

计算机科学与博弈论 · 计算机科学 2018-05-29 Moshe Babaioff , Shahar Dobzinski , Sigal Oren

Auto-bidding has become one of the main options for bidding in online advertisements, in which advertisers only need to specify high-level objectives and leave the complex task of bidding to auto-bidders. In this paper, we propose a family…

计算机科学与博弈论 · 计算机科学 2021-03-25 Yuan Deng , Jieming Mao , Vahab Mirrokni , Song Zuo

We study a game between autobidding algorithms that compete in an online advertising platform. Each autobidder is tasked with maximizing its advertiser's total value over multiple rounds of a repeated auction, subject to budget and…

计算机科学与博弈论 · 计算机科学 2024-12-03 Brendan Lucier , Sarath Pattathil , Aleksandrs Slivkins , Mengxiao Zhang

We propose a multi-agent variant of the classical multi-armed bandit problem, in which there are $N$ agents and $K$ arms, and pulling an arm generates a (possibly different) stochastic reward for each agent. Unlike the classical multi-armed…

计算机科学与博弈论 · 计算机科学 2021-02-25 Safwan Hossain , Evi Micha , Nisarg Shah

In the mechanism design theory, a designer would like to implement a desired social choice function which specifies her favorite outcome for each possible profile of all agents' types. Traditionally, the designer may be in a dilemma in the…

计算机科学与博弈论 · 计算机科学 2019-06-04 Haoyang Wu

In problems involving the allocation of a single non-disposable commodity, we study rules defined on a general domain of preferences requiring only that each preference exhibit a unique global maximum. Our focus is on rules that satisfy a…

理论经济学 · 经济学 2025-12-18 R. Pablo Arribillaga , Agustin G. Bonifacio

It is often beneficial for agents to pool their resources in order to better accommodate fluctuations in individual demand. Many multi-round resource allocation mechanisms operate in an online manner: in each round, the agents specify their…

计算机科学与博弈论 · 计算机科学 2022-08-02 Fu Li , C. Gregory Plaxton , Vaibhav B. Sinha

Deterministic auctions are attractive in practice due to their transparency, simplicity, and ease of implementation, motivating a sharper understanding of when they can attain the same outcomes as randomized mechanisms. We study…

计算机科学与博弈论 · 计算机科学 2025-12-25 Yan Liu , Zeyu Ren , Pingzhong Tang , Zihe Wang , Yulong Zeng , Jie Zhang

Most of the work in the auction design literature assumes that bidders behave rationally based on the information available for every individual auction, and the revelation principle enables designers to restrict their efforts to incentive…

计算机科学与博弈论 · 计算机科学 2024-05-14 Juncheng Li , Pingzhong Tang

We study the problem of online learning in two-sided non-stationary matching markets, where the objective is to converge to a stable match. In particular, we consider the setting where one side of the market, the arms, has fixed known set…

机器学习 · 计算机科学 2023-01-16 Deepan Muthirayan , Chinmay Maheshwari , Pramod P. Khargonekar , Shankar Sastry

As is well known, many classes of markets have efficient equilibria, but this depends on agents being non-strategic, i.e. that they declare their true demands when offered goods at particular prices, or in other words, that they are…

计算机科学与博弈论 · 计算机科学 2017-12-18 Richard Cole , Yixin Tao

We investigate approximately optimal mechanisms in settings where bidders' utility functions are non-linear; specifically, convex, with respect to payments (such settings arise, for instance, in procurement auctions for energy). We provide…

计算机科学与博弈论 · 计算机科学 2017-02-23 Amy Greenwald , Takehiro Oyakawa , Vasilis Syrgkanis

We study the problem of selling a good to a group of bidders with interdependent values in a prior-free setting. Each bidder has a signal that can take one of $k$ different values, and her value for the good is a weakly increasing function…

计算机科学与博弈论 · 计算机科学 2021-07-21 Vasilis Gkatzelis , Rishi Patel , Emmanouil Pountourakis , Daniel Schoepflin

We introduce a new class of games called the networked common goods game (NCGG), which generalizes the well-known common goods game. We focus on a fairly general subclass of the game where each agent's utility functions are the same across…

计算机科学与博弈论 · 计算机科学 2015-05-18 Jinsong Tan

In the problem of fully allocating a social endowment of perfectly divisible commodities among a group of agents with multidimensional single-peaked preferences, we study strategy-proof rules that are not Pareto-dominated by other…

理论经济学 · 经济学 2025-02-26 Agustin G. Bonifacio

Knockout tournaments, also known as single-elimination or cup tournaments, are a popular form of sports competitions. In the standard probabilistic setting, for each pairing of players, one of the players wins the game with a certain (a…

数据结构与算法 · 计算机科学 2024-12-17 Juhi Chaudhary , Hendrik Molter , Meirav Zehavi

We design novel mechanisms for welfare-maximization in two-sided markets. That is, there are buyers willing to purchase items and sellers holding items initially, both acting rationally and strategically in order to maximize utility. Our…

计算机科学与博弈论 · 计算机科学 2021-06-01 Alexander Braun , Thomas Kesselheim

Blockchain protocols often seek to procure computationally challenging work from a decentralized set of participants. While there are simple procurement auctions that result in the minimal cost of acquisition and maximal efficiency, they…

计算机科学与博弈论 · 计算机科学 2026-03-31 Pranav Garimidi , Michael Neuder , Tim Roughgarden
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