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A principal contracts with an agent through an informed delegate. Although the principal cannot directly mediate the interaction, she can restrict the menus of contracts the delegate may offer. We characterize the outcomes implementable…

理论经济学 · 经济学 2026-05-22 João Thereze , Udayan Vaidya

In this paper we study a generalization of the continuous time Principal-Agent problem allowing for time inconsistent utility functions, for instance of mean-variance type. Using recent results on the Pontryagin maximum principle for FBSDEs…

最优化与控制 · 数学 2015-03-19 Boualem Djehiche , Peter Helgesson

We investigate the mechanism design problem faced by a principal who hires \emph{multiple} agents to gather and report costly information. Then, the principal exploits the information to make an informed decision. We model this problem as a…

计算机科学与博弈论 · 计算机科学 2023-07-13 Federico Cacciamani , Matteo Castiglioni , Nicola Gatti

This paper provides a complete review of the continuous-time optimal contracting problem introduced by Sannikov, in the extended context allowing for possibly different discount rates for both parties. The agent's problem is to seek for…

理论经济学 · 经济学 2022-10-19 Dylan Possamaï , Nizar Touzi

We study linear contracts for combinatorial problems in multi-agent settings. In this problem, a principal designs a linear contract with several agents, each of whom can decide to take a costly action or not. The principal observes only…

计算机科学与博弈论 · 计算机科学 2024-12-19 Kanstantsin Pashkovich , Jacob Skitsko

AI systems often rely on two key components: a specified goal or reward function and an optimization algorithm to compute the optimal behavior for that goal. This approach is intended to provide value for a principal: the user on whose…

人工智能 · 计算机科学 2021-02-09 Simon Zhuang , Dylan Hadfield-Menell

We analyze conditional optimization problems arising in discrete time Principal-Agent problems of delegated portfolio optimization with linear contracts. Applying tools from Conditional Analysis we show that some results known in the…

数理金融 · 定量金融 2016-06-15 Julio Backhoff , Ulrich Horst

We study a finite horizon optimal contracting problem of a risk-neutral principal and a risk-averse agent who receives a stochastic income stream when the agent is unable to make commitments. The problem involves an infinite number of…

理论经济学 · 经济学 2019-01-14 Junkee Jeon , Hyeng Keun Koo , Kyunghyun Park

We study a robust contract design problem with deferred inspection, in which a principal allocates a scarce resource to an agent, observes the agent's realized outcome ex post at negligible cost, and conditions transfers on this information…

理论经济学 · 经济学 2026-01-12 Halil I. Bayrak , Martin Bichler

In this paper, we study the finite-horizon problem of an economic agent's optimal consumption, investment, and job-switching decisions. The key new feature of our model is that the job-switching cost is time-varying. This extension leads to…

最优化与控制 · 数学 2026-03-10 Gugyum Ha , Junkee Jeon , Jihoon Ok

We study a repeated contracting setting in which a Principal adaptively chooses amongst $k$ Agents at each of $T$ rounds. The Agents are non-myopic, and so a mechanism for the Principal induces a $T$-round extensive form game amongst the…

计算机科学与博弈论 · 计算机科学 2024-02-28 Natalie Collina , Varun Gupta , Aaron Roth

A principal provides nondiscriminatory incentives for independent and identical agents. The principal cannot observe the agents' actions, nor does she know the entire set of actions available to them. It is shown, very generally, that any…

理论经济学 · 经济学 2024-01-31 Ashwin Kambhampati

Firms have access to abundant data on market participants. They use these data to target contracts to agents with specific characteristics, and describe these contracts in opaque terms. In response to such practices, recent proposed…

理论经济学 · 经济学 2023-02-01 Andreas Haupt , Zoe Hitzig

A principal and an agent can launch a project under unanimous consent. Their individual payoffs from the project depend on an underlying state, and the agent privately knows his own preference. The principal can conduct a test to learn…

理论经济学 · 经济学 2026-02-06 Yingkai Li , Boli Xu

We study a bilateral trade problem where a principal has private information that is revealed with delay, such as a seller who does not yet know her production cost. Postponing the contracting process incurs a costly delay, while early…

理论经济学 · 经济学 2024-08-05 Francesco Giovannoni , Toomas Hinnosaar

A principal who values an object allocates it to one or more agents. Agents learn private information (signals) from an information designer about the allocation payoff to the principal. Monetary transfer is not available but the principal…

理论经济学 · 经济学 2022-10-31 Yi-Chun Chen , Gaoji Hu , Xiangqian Yang

Models of economic decision makers often include idealized assumptions, such as rationality, perfect foresight, and access to all relevant pieces of information. These assumptions often assure the models' internal validity, but, at the same…

综合经济学 · 经济学 2021-07-09 Patrick Reinwald , Stephan Leitner , Friederike Wall

We study a model of delegation in which a principal takes a multidimensional action and an agent has private information about a multidimensional state of the world. The principal can design any direct mechanism, including stochastic ones.…

理论经济学 · 经济学 2022-08-26 Andreas Kleiner

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

In a dynamic matching market, such as a marriage or job market, how should agents balance accepting a proposed match with the cost of continuing their search? We consider this problem in a discrete setting, in which agents have cardinal…

计算机科学与博弈论 · 计算机科学 2021-06-16 Ishan Agarwal , Richard Cole , Yixin Tao