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In this paper we provide an alternative framework to tackle the first-best Principal-Agent problem under CARA utilities. This framework leads to both a proof of existence and uniqueness of the solution to the Risk-Sharing problem under very…

风险管理 · 定量金融 2019-12-18 Jessica Martin , Anthony Réveillac

We study an agency problem between a leader (the principal) seeking to design an optimal incentive scheme to a follower (the agent) to increase the value of a risky project subjected to accidents and volatility uncertainty. The agency…

最优化与控制 · 数学 2026-05-11 Thibaut Mastrolia , Haoze Yan

In this technical note, we consider a collaborative learning framework with principal-agent setting, in which the principal at each time-step determines a set of appropriate aggregation coefficients based on how the current parameter…

机器学习 · 统计学 2024-09-25 Getachew K Befekadu

In a situation of moral hazard, this paper investigates the problem of Principal with $n$ Agents when the number of Agents $n$ goes to infinity. There is competition between the Agents expressed by the fact that they optimize their utility…

最优化与控制 · 数学 2023-09-06 Mao Fabrice Djete

This paper studies continuous-time optimal contracting in a hierarchy problem which generalises the model of Sung (2015). The hierarchy is modeled by a series of interlinked principal-agent problems, leading to a sequence of Stackelberg…

最优化与控制 · 数学 2020-07-22 Emma Hubert

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 contract design for welfare maximization in the well known "common agency" model of [Bernheim and Whinston, 1986]. This model combines the challenges of coordinating multiple principals with the fundamental challenge of contract…

计算机科学与博弈论 · 计算机科学 2021-06-01 Tal Alon , Ron Lavi , Elisheva S. Shamash , Inbal Talgam-Cohen

We study a Bayesian persuasion problem with externalities. In this model, a principal sends signals to inform multiple agents about the state of the world. Simultaneously, due to the existence of externalities in the agents' utilities, the…

人工智能 · 计算机科学 2024-12-18 Jonathan Shaki , Jiarui Gan , Sarit Kraus

The increasing deployment of AI is shaping the future landscape of the internet, which is set to become an integrated ecosystem of AI agents. Orchestrating the interaction among AI agents necessitates decentralized, self-sustaining…

计算机科学与博弈论 · 计算机科学 2024-10-08 Dima Ivanov , Paul Dütting , Inbal Talgam-Cohen , Tonghan Wang , David C. Parkes

We introduce a stochastic principal-agent model. A principal and an agent interact in a stochastic environment, each privy to observations about the state not available to the other. The principal has the power of commitment, both to elicit…

计算机科学与博弈论 · 计算机科学 2024-09-13 Jiarui Gan , Rupak Majumdar , Debmalya Mandal , Goran Radanovic

We study a repeated Principal Agent problem between a long lived Principal and Agent pair in a prior free setting. In our setting, the sequence of realized states of nature may be adversarially chosen, the Agent is non-myopic, and the…

计算机科学与博弈论 · 计算机科学 2023-11-15 Natalie Collina , Aaron Roth , Han Shao

This brief note considers the problem of learning with dynamic-optimizing principal-agent setting, in which the agents are allowed to have global perspectives about the learning process, i.e., the ability to view things according to their…

机器学习 · 统计学 2026-01-12 Getachew K. Befekadu

Limited memory of decision-makers is often neglected in economic models, although it is reasonable to assume that it significantly influences the models' outcomes. The hidden-action model introduced by Holmstr\"om also includes this…

综合经济学 · 经济学 2021-05-27 Patrick Reinwald , Stephan Leitner , Friederike Wall

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 introduce and study a computational version of the principal-agent problem -- a classic problem in Economics that arises when a principal desires to contract an agent to carry out some task, but has incomplete information about the agent…

计算机科学与博弈论 · 计算机科学 2023-05-18 David Hyland , Julian Gutierrez , Michael Wooldridge

In this paper we present a variational calculus approach to Principal-Agent problem with a lump-sum payment on finite horizon in degenerate stochastic systems, such as filtered partially observed linear systems. Our work extends the…

概率论 · 数学 2019-10-24 Kaitong Hu , Zhenjie Ren , Nizar Touzi

In the principal-agent problem formulated by Myerson'82, agents have private information (type) and make private decisions (action), both of which are unobservable to the principal. Myerson pointed out an elegant linear programming solution…

计算机科学与博弈论 · 计算机科学 2024-02-15 Jiarui Gan , Minbiao Han , Jibang Wu , Haifeng Xu

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

We introduce an agent-based model of delegation relationships between a principal and an agent, which is based on the standard-hidden action model introduced by Holmstr\"om and, by doing so, provide a model which can be used to further…

多智能体系统 · 计算机科学 2020-09-29 Patrick Reinwald , Stephan Leitner , Friederike Wall

Adding a capacity constraint to a hidden-action principal-agent problem results in the same set of Pareto optimal contracts as the unconstrained problem where output is scaled down by a constant factor. This scaling factor is increasing in…

理论经济学 · 经济学 2024-12-03 Aubrey Clark