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Collaborative machine learning (CML) provides a promising paradigm for democratizing advanced technologies by enabling cost-sharing among participants. However, the potential for rent-seeking behaviors among parties can undermine such…

机器学习 · 计算机科学 2025-01-03 Bingchen Wang , Zhaoxuan Wu , Fusheng Liu , Bryan Kian Hsiang Low

We consider budget feasible mechanisms for procurement auctions with additive valuation functions. For the divisible case, where agents can be allocated fractionally, there exists an optimal mechanism with approximation guarantee $e/(e-1)$…

计算机科学与博弈论 · 计算机科学 2022-09-02 Sophie Klumper , Guido Schäfer

We develop a formalism to study linearized perturbations around the equilibria of a pure exchange economy. With the use of mean field theory techniques, we derive equations for the flow of products in an economy driven by heterogeneous…

交易与市场微观结构 · 定量金融 2015-05-13 Samuel E. Vazquez , Simone Severini

Exchange of services and resources in, or over, networks is attracting nowadays renewed interest. However, despite the broad applicability and the extensive study of such models, e.g., in the context of P2P networks, many fundamental…

计算机科学与博弈论 · 计算机科学 2015-04-09 Leonidas Georgiadis , George Iosifidis , Leandros Tassiulas

We initiate the study of computing (near-)optimal contracts in succinctly representable principal-agent settings. Here optimality means maximizing the principal's expected payoff over all incentive-compatible contracts---known in economics…

数据结构与算法 · 计算机科学 2020-02-28 Paul Duetting , Tim Roughgarden , Inbal Talgam-Cohen

The institution of money can be seen as a foundational social mechanism, enabling communities to quantify collectively regulate economic processes. Money can be said, indeed, to constitute the micro-macro link in economics. This paper…

物理与社会 · 物理学 2025-06-30 Eduardo Coltre Ferraciolli , Tanya V. Araújo

In this paper, I consider a simple heterogeneous agents model of a production economy with uncertain climate change and examine constrained efficient carbon taxation. If there are frictionless, complete financial markets, the simple model…

综合经济学 · 经济学 2022-10-18 Felix Kübler

We study a continuous time contracting model in which a principal hires a risk averse agent to manage a project over a finite horizon and provides sequential payments whose timing is endogenously determined. The resulting nonzero-sum…

理论经济学 · 经济学 2025-12-01 Guillermo Alonso Alvarez , Ibrahim Ekren , Liwei Huang

We design a mechanism for Fair and Efficient Distribution of Resources (FEDoR) in the presence of strategic agents. We consider a multiple-instances, Bayesian setting, where in each round the preference of an agent over the set of resources…

计算机科学与博弈论 · 计算机科学 2016-09-28 Evgenia Christoforou , Antonio Fernández Anta , Agustín Santos

The most common approach to mitigate the impact that the presence of malicious nodes has on the accuracy of decision fusion schemes consists in observing the behavior of the nodes over a time interval T and then removing the reports of…

系统与控制 · 计算机科学 2015-03-20 Andrea Abrardo , Mauro Barni , Kassem Kallas , Benedetta Tondi

A multiagent system may be thought of as an artificial society of autonomous software agents and we can apply concepts borrowed from welfare economics and social choice theory to assess the social welfare of such an agent society. In this…

多智能体系统 · 计算机科学 2011-09-30 U. Endriss , N. Maudet , F. Sadri , F. Toni

In this paper we show how the relaxation techniques can be used to establish the existence of an optimal contract in presence of information asymmetry. The method we illustrate was initially motivated by the problem of designing optimal…

数理金融 · 定量金融 2023-07-17 Guillermo Alonso Alvarez , Sergey Nadtochiy

We introduce a simple model for addressing the controversy in the study of financial systems, sometimes taken as brownian-like processes and other as critical systems with fluctuations of arbitrary magnitude. The model considers a…

综合金融 · 定量金融 2013-01-01 João P. da Cruz , Pedro G. Lind

Probabilistic model checking is a technique for formal automated reasoning about software or hardware systems that operate in the context of uncertainty or stochasticity. It builds upon ideas and techniques from a diverse range of fields,…

计算机科学中的逻辑 · 计算机科学 2023-08-08 David Parker

The interconnectivity of cyber and physical systems and Internet of things has created ubiquitous concerns of cyber threats for enterprise system managers. It is common that the asset owners and enterprise network operators need to work…

系统与控制 · 电气工程与系统科学 2019-08-14 Juntao Chen , Quanyan Zhu , Tamer Başar

Self-organization is a process where a stable pattern is formed by the cooperative behavior between parts of an initially disordered system without external control or influence. It has been introduced to multi-agent systems as an internal…

人工智能 · 计算机科学 2021-05-27 Jieting Luo , Beishui Liao , John-Jules Meyer

Public-Private Partnership (PPP) is a contract between a public entity and a consortium, in which the public outsources the construction and the maintenance of an equipment (hospital, university, prison...). One drawback of this contract is…

最优化与控制 · 数学 2017-03-07 Ishak Hajjej , Caroline Hillairet , Mohamed Mnif , Monique Pontier

Clearly, socio-economic freedom requires some extent of transparency regarding the implications of choices. In this paper, we review some established mechanisms for achieving such transparency, without any claim to completeness, and briefly…

计算机与社会 · 计算机科学 2016-06-16 Philipp Geiger

We introduce a unified mathematical and probabilistic framework for understanding and comparing diverse AI agent strategies. We bridge the gap between high-level agent design concepts, such as ReAct, multi-agent systems, and control flows,…

人工智能 · 计算机科学 2025-12-05 Philip Stephens , Emmanuel Salawu

We study a simple problem of allocating common-value goods. The designer seeks to allocate the goods to as many unit-demand agents as possible without monetary transfers, while agents, who possess partial private information about the…

理论经济学 · 经济学 2026-04-22 Hiroto Sato , Ryo Shirakawa
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