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We study a two-period moral hazard problem; there are two agents, with action sets that are unknown to the principal. The principal contracts with each agent sequentially, and seeks to maximize the worst-case discounted sum of payoffs,…

理论经济学 · 经济学 2024-02-15 Chang Liu

We study a principal-agent problem with adverse selection, where the principal does not know the agent's true cost but must design a contract to optimize a specific criterion. Unlike standard screening frameworks that allow for…

理论经济学 · 经济学 2026-05-19 Guillermo Alonso Alvarez , Ibrahim Ekren , Liwei Huang

We consider a moral hazard problem with multiple principals in a continuous-time model. The agent can only work exclusively for one principal at a given time, so faces an optimal switching problem. Using a randomized formulation, we manage…

概率论 · 数学 2022-09-14 Kaitong Hu , Zhenjie Ren , Junjian Yang

We consider a general formulation of the Principal-Agent problem with a lump-sum payment on a finite horizon, providing a systematic method for solving such problems. Our approach is the following: we first find the contract that is optimal…

最优化与控制 · 数学 2017-01-10 Jakša Cvitanić , Dylan Possamaï , Nizar Touzi

In dynamic mechanism design literature, one critical aspect has been typically ignored-the agents' periodic participation, which they can adapt and plan strategically. We propose a framework for dynamic principal-multiagent problems,…

计算机科学与博弈论 · 计算机科学 2023-06-16 Tao Zhang , Quanyan Zhu

In the classical principal-agent hidden-action contract model, a principal delegates the execution of a costly task to an agent. In order to complete the task, the agent chooses an action from a set of actions, where each potential action…

计算机科学与博弈论 · 计算机科学 2025-11-27 Tomer Ezra , Stefano Leonardi , Matteo Russo

We study the fundamental problem of designing contracts in principal-agent problems under uncertainty. Previous works mostly addressed Bayesian settings in which principal's uncertainty is modeled as a probability distribution over agent's…

计算机科学与博弈论 · 计算机科学 2024-02-22 Martino Bernasconi , Matteo Castiglioni , Alberto Marchesi

We present a continuous-time contract whereby a top-level player can incentivize a hierarchy of players below him to act in his best interest despite only observing the output of his direct subordinate. This paper extends Sannikov's…

最优化与控制 · 数学 2015-11-25 Christopher W. Miller , Insoon Yang

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 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

Can a principal still offer optimal dynamic contracts that are linear in end-of-period outcomes when the agent controls a process that exhibits memory? We provide a positive answer by considering a general Gaussian setting where the output…

最优化与控制 · 数学 2022-09-23 Eduardo Abi Jaber , Stéphane Villeneuve

A principal contracts with an agent who sequentially searches over projects to generate a prize. The principal initially knows only one of the agent's available projects and evaluates a contract by its worst-case performance. We…

理论经济学 · 经济学 2025-09-17 Théo Durandard , Udayan Vaidya , Boli Xu

This paper studies contracting in the presence of externalities with a non-contractible outsider. Multiple equilibria arise from strategic symmetry between the insider agent and the outsider. To address strategic uncertainty, the principal…

理论经济学 · 经济学 2025-09-09 Hongcheng Li

We study principal-agent problems where a farsighted agent takes costly actions in an MDP. The core challenge in these settings is that agent's actions are hidden to the principal, who can only observe their outcomes, namely state…

计算机科学与博弈论 · 计算机科学 2024-10-18 Matteo Bollini , Francesco Bacchiocchi , Matteo Castiglioni , Alberto Marchesi , Nicola Gatti

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

This work considers a repeated principal-agent bandit game, where the principal can only interact with her environment through the agent. The principal and the agent have misaligned objectives and the choice of action is only left to the…

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

In a multi-agent system, an agent's optimal policy will typically depend on the policies chosen by others. Therefore, a key issue in multi-agent systems research is that of predicting the behaviours of others, and responding promptly to…

多智能体系统 · 计算机科学 2019-10-22 Dongge Han , Wendelin Boehmer , Michael Wooldridge , Alex Rogers

What type of delegation contract should be offered when facing a risk of the magnitude of the pandemic we are currently experiencing and how does the likelihood of an exogenous early termination of the relationship modify the terms of a…

最优化与控制 · 数学 2021-02-02 Jessica Martin , Stéphane Villeneuve