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We consider the classic principal-agent model of contract theory, in which a principal designs an outcome-dependent compensation scheme to incentivize an agent to take a costly and unobservable action. When all of the model…

计算机科学与博弈论 · 计算机科学 2020-08-11 Paul Dütting , Tim Roughgarden , Inbal Talgam-Cohen

We study a bilevel \emph{max-max} optimization framework for principal-agent contract design, in which a principal chooses incentives to maximize utility while anticipating the agent's best response. This problem, central to moral hazard…

机器学习 · 计算机科学 2025-10-27 Tomer Galanti , Aarya Bookseller , Korok Ray

We study optimal contract design for large populations of heterogeneous agents whose actions generate network spillovers represented by an interaction function. In a linear-quadratic framework, we solve the finite-agent problem and its…

理论经济学 · 经济学 2026-05-19 Guillermo Alonso Alvarez , Erhan Bayraktar , Ibrahim Ekren

Recent technology advances have enabled firms to flexibly process and analyze sophisticated employee performance data at a reduced and yet significant cost. We develop a theory of optimal incentive contracting where the monitoring…

理论经济学 · 经济学 2019-11-22 Anqi Li , Ming Yang

We propose to study electricity capacity remuneration mechanism design through a Principal-Agent approach. The Principal represents the aggregation of electricity consumers (or a representative entity), subject to the physical risk of…

综合经济学 · 经济学 2020-09-02 Clémence Alasseur , Heythem Farhat , Marcelo Saguan

We consider the principal-agent problem with heterogeneous agents. Previous works assume that the principal signs independent incentive contracts with every agent to make them invest more efforts on the tasks. However, in many…

多智能体系统 · 计算机科学 2019-11-12 Shenke Xiao , Zihe Wang , Mengjing Chen , Pingzhong Tang , Xiwang Yang

We introduce a novel model of contracts with combinatorial actions that accounts for sequential and adaptive agent behavior. As in the standard model, a principal delegates the execution of a costly project to an agent. There are $n$…

计算机科学与博弈论 · 计算机科学 2025-04-22 Tomer Ezra , Michal Feldman , Maya Schlesinger

In this article, we employ a principal-agent model to analyze optimal contract design in a monopolistic reinsurance market under adverse selection with a continuum of insurer types. Instead of using the classical expected utility framework,…

风险管理 · 定量金融 2026-01-06 Ka Chun Cheung , Sheung Chi Phillip Yam , Fei Lung Yuen , Yiying Zhang

We study principal-agent problems in which a principal commits to an outcome-dependent payment scheme -- called contract -- in order to induce an agent to take a costly, unobservable action leading to favorable outcomes. We consider a…

计算机科学与博弈论 · 计算机科学 2024-06-10 Francesco Bacchiocchi , Matteo Castiglioni , Alberto Marchesi , Nicola Gatti

In principal-agent models, a principal offers a contract to an agent to perform a certain task. The agent exerts a level of effort that maximizes her utility. The principal is oblivious to the agent's chosen level of effort, and conditions…

计算机科学与博弈论 · 计算机科学 2022-07-14 Alon Cohen , Moran Koren , Argyrios Deligkas

We study the classic principal-agent model when the signal observed by the principal is chosen by the agent. We fully characterize the optimal information structure from an agent's perspective in a general moral hazard setting with limited…

理论经济学 · 经济学 2023-07-25 Majid Mahzoon , Ali Shourideh , Ariel Zetlin-Jones

We study hidden-action principal-agent problems with multiple agents. These are problems in which a principal commits to an outcome-dependent payment scheme in order to incentivize some agents to take costly, unobservable actions that lead…

计算机科学与博弈论 · 计算机科学 2023-02-01 Matteo Castiglioni , Alberto Marchesi , Nicola Gatti

We study the role of regulatory inspections in a contract design problem in which a principal interacts separately with multiple agents. Each agent's hidden action includes a dimension that determines whether they undertake an extra costly…

计算机科学与博弈论 · 计算机科学 2023-11-07 Alireza Fallah , Michael I. Jordan

We study principal-agent problems in which a principal commits to an outcome-dependent payment scheme (a.k.a. contract) so as to induce an agent to take a costly, unobservable action. We relax the assumption that the principal perfectly…

计算机科学与博弈论 · 计算机科学 2021-06-02 Matteo Castiglioni , Alberto Marchesi , Nicola Gatti

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 analyze a two-period principal-agent model in which the principal faces a budget constraint, and the agent's private costs of performing tasks across the two periods may be correlated. We examine the optimal design of the reward scheme…

最优化与控制 · 数学 2025-12-30 Eilon Solan , Avraham Tabbach , Chang Zhao

We study a principal-agent team production model. The principal hires a team of agents to participate in a common production task. The exact effort of each agent is unobservable and unverifiable, but the total production outcome (e.g. the…

计算机科学与博弈论 · 计算机科学 2025-05-27 Shiliang Zuo

We study multi-agent contracts, in which a principal delegates a task to multiple agents and incentivizes them to exert effort. Prior research has mostly focused on maximizing the principal's utility, often resulting in highly disparate…

计算机科学与博弈论 · 计算机科学 2026-01-26 Ke Ding , Bo Li , Ankang Sun

We study the optimal contract problem in the \emph{combinatorial actions} framework of D\"utting et al.~[FOCS'21], where a principal delegates a project to an agent who chooses a subset of hidden, costly actions, and the resulting reward is…

计算机科学与博弈论 · 计算机科学 2026-03-17 Michal Feldman , Liat Yashin

We study a new class of contract design problems where a principal delegates the execution of multiple projects to a set of agents. The principal's expected reward from each project is a combinatorial function of the agents working on it.…

计算机科学与博弈论 · 计算机科学 2025-06-09 Tal Alon , Matteo Castiglioni , Junjie Chen , Tomer Ezra , Yingkai Li , Inbal Talgam-Cohen
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