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We study a persuasion problem in which a sender designs an information structure to induce a non-Bayesian receiver to take a particular action. The receiver, who is privately informed about his preferences, is a wishful thinker: he is…

理论经济学 · 经济学 2023-12-01 Victor Augias , Daniel M. A. Barreto

We define a model of interactive communication where two agents with private types can exchange information before a game is played. The model contains Bayesian persuasion as a special case of a one-round communication protocol. We define…

计算机科学与博弈论 · 计算机科学 2021-06-07 Jieming Mao , Renato Paes Leme , Kangning Wang

The literature on strategic communication originated with the influential cheap talk model, which precedes the Bayesian persuasion model by three decades. This model describes an interaction between two agents: sender and receiver. The…

计算机科学与博弈论 · 计算机科学 2024-09-11 Yakov Babichenko , Inbal Talgam-Cohen , Haifeng Xu , Konstantin Zabarnyi

When subjected to automated decision-making, decision subjects may strategically modify their observable features in ways they believe will maximize their chances of receiving a favorable decision. In many practical situations, the…

计算机科学与博弈论 · 计算机科学 2022-10-10 Keegan Harris , Valerie Chen , Joon Sik Kim , Ameet Talwalkar , Hoda Heidari , Zhiwei Steven Wu

The commitment power of senders distinguishes Bayesian persuasion problems from other games with (strategic) communication. Persuasion games with multiple senders have largely studied simultaneous commitment and signalling settings.…

理论经济学 · 经济学 2022-02-15 Shih-Tang Su , Vijay G. Subramanian

We study how a principal can jointly shape an agent's timing and action through information. We develop a revelation principle: with intertemporal commitment, the problem simplifies to choosing a joint distribution over stopping times and…

理论经济学 · 经济学 2025-11-26 Andrew Koh , Sivakorn Sanguanmoo , Weijie Zhong

We explore whether ambiguous communication can be beneficial to the sender in a persuasion problem, when the receiver (and possibly the sender) is ambiguity averse. Our analysis highlights the necessity of using a collection of experiments…

理论经济学 · 经济学 2026-02-19 Xiaoyu Cheng , Peter Klibanoff , Sujoy Mukerji , Ludovic Renou

An informed sender communicates with an uninformed receiver through a sequence of uninformed mediators; agents' utilities depend on receiver's action and the state. For any number of mediators, the sender's optimal value is characterized.…

理论经济学 · 经济学 2022-09-13 Itai Arieli , Yakov Babichenko , Fedor Sandomirskiy

We study a dynamic model of Bayesian persuasion in sequential decision-making settings. An informed principal observes an external parameter of the world and advises an uninformed agent about actions to take over time. The agent takes…

计算机科学与博弈论 · 计算机科学 2022-05-25 Jiarui Gan , Rupak Majumdar , Goran Radanovic , Adish Singla

I study dynamic contracting where Sender privately observes a Markovian state and seeks to motivate Receiver, who acts. Sender provides incentives in two ways: payments, which alter payoffs ex-post, and (Bayesian) persuasion, which shapes…

理论经济学 · 经济学 2026-05-22 Daniel Luo

We study a model of consensus decision making, in which a finite group of Bayesian agents has to choose between one of two courses of action. Each member of the group has a private and independent signal at his or her disposal, giving some…

统计理论 · 数学 2018-04-24 Elchanan Mossel , Omer Tamuz

We study a regularized variant of the Bayesian Persuasion problem, where the receiver's decision process includes a divergence-based penalty that accounts for deviations from perfect rationality. This modification smooths the underlying…

最优化与控制 · 数学 2025-10-03 Romain Duboscq , Frédéric de Gournay

Bayesian models of group learning are studied in Economics since the 1970s. and more recently in computational linguistics. The models from Economics postulate that agents maximize utility in their communication and actions. The Economics…

统计理论 · 数学 2023-08-10 Yash Deshpande , Elchanan Mossel , Youngtak Sohn

We study the use of Bayesian persuasion (i.e., strategic use of information disclosure/signaling) in endogenous team formation. This is an important consideration in settings such as crowdsourcing competitions, open science challenges and…

计算机科学与博弈论 · 计算机科学 2019-10-03 Chamsi Hssaine , Siddhartha Banerjee

A persuasion policy successfully persuades an agent to pick a particular action only if the information is designed in a manner that convinces the agent that it is in their best interest to pick that action. Thus, it is natural to ask, what…

计算机科学与博弈论 · 计算机科学 2024-08-27 Reema Deori , Ankur A. Kulkarni

Bayesian persuasion, a central model in information design, studies how a sender, who privately observes a state drawn from a prior distribution, strategically sends a signal to influence a receiver's action. A key assumption is that both…

计算机科学与博弈论 · 计算机科学 2025-05-23 Jingwu Tang , Jiahao Zhang , Fei Fang , Zhiwei Steven Wu

When multiple informative equilibria are possible in a general cheap talk game, how much information can a principal guarantee herself? To answer this question, I define the notion of worst-case implementation-implementation via the worst…

理论经济学 · 经济学 2026-02-17 Andrei Iakovlev

We study a model of persuasion in which the receiver is a `conservative Bayesian' whose updated belief is a convex combination of the prior and the correct Bayesian posterior. While in the classic Bayesian case providing information…

理论经济学 · 经济学 2025-08-14 Yaron Azrieli , Rachana Das

This article studies problems of optimal transport, by embedding them in a general functional analytic framework of convex optimization. This provides a unified treatment of a large class of related problems in probability theory and allows…

概率论 · 数学 2017-10-31 Teemu Pennanen , Ari-Pekka Perkkiö

Bayesian persuasion is a model for understanding strategic information revelation: an agent with an informational advantage, called a sender, strategically discloses information by sending signals to another agent, called a receiver. In…

计算机科学与博弈论 · 计算机科学 2021-12-14 Kaito Fujii , Shinsaku Sakaue