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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

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

Bayesian persuasion studies how an informed sender should partially disclose information so as to influence the behavior of self-interested receivers. In the last years, a growing attention has been devoted to relaxing the assumption that…

计算机科学与博弈论 · 计算机科学 2022-09-02 Matteo Castiglioni , Alberto Marchesi , Nicola Gatti

Collaboration requires agents to coordinate their behavior on the fly, sometimes cooperating to solve a single task together and other times dividing it up into sub-tasks to work on in parallel. Underlying the human ability to collaborate…

人工智能 · 计算机科学 2020-07-07 Rose E. Wang , Sarah A. Wu , James A. Evans , Joshua B. Tenenbaum , David C. Parkes , Max Kleiman-Weiner

Information design (ID) explores how a sender influence the optimal behavior of receivers to achieve specific objectives. While ID originates from everyday human communication, existing game-theoretic and machine learning methods often…

计算机科学与博弈论 · 计算机科学 2025-02-04 Wenhao Li , Yue Lin , Xiangfeng Wang , Bo Jin , Hongyuan Zha , Baoxiang Wang

Bayesian persuasion, an extension of cheap-talk communication, involves an informed sender committing to a signaling scheme to influence a receiver's actions. Compared to cheap talk, this sender's commitment enables the receiver to verify…

计算机科学与博弈论 · 计算机科学 2025-06-10 Yue Lin , Shuhui Zhu , William A Cunningham , Wenhao Li , Pascal Poupart , Hongyuan Zha , Baoxiang Wang

In this paper, we study axiomatic foundations of Bayesian persuasion, where a principal (i.e., sender) delegates the task of choice making after informing a biased agent (i.e., receiver) about the payoff relevant uncertain state (see, e.g.,…

理论经济学 · 经济学 2025-12-30 Youichiro Higashi , Kemal Ozbek , Norio Takeoka

How does one test empirically the hypothesis that a decision maker (DM) is being influenced by information via Bayesian persuasion? In this paper, I consider a DM whose state-dependent preferences are known to an analyst, who sees the…

理论经济学 · 经济学 2026-05-13 Jeffrey Mensch

We consider a multi-agent delegation mechanism without money. In our model, given a set of agents, each agent has a fixed number of solutions which is exogenous to the mechanism, and privately sends a signal, e.g., a subset of solutions, to…

计算机科学与博弈论 · 计算机科学 2023-05-23 MohammadTaghi Hajiaghayi , Keivan Rezaei , Suho Shin

Persuasion studies how an informed principal may influence the behavior of agents by the strategic provision of payoff-relevant information. We focus on the fundamental multi-receiver model by Arieli and Babichenko (2019), in which there…

计算机科学与博弈论 · 计算机科学 2020-04-01 Matteo Castiglioni , Andrea Celli , Nicola Gatti

Persuasion, defined as the act of exploiting an informational advantage in order to effect the decisions of others, is ubiquitous. Indeed, persuasive communication has been estimated to account for almost a third of all economic activity in…

计算机科学与博弈论 · 计算机科学 2016-02-16 Shaddin Dughmi , Haifeng Xu

This paper develops a data-driven approach to Bayesian persuasion. The receiver is privately informed about the prior distribution of the state of the world, the sender knows the receiver's preferences but does not know the distribution of…

理论经济学 · 经济学 2025-08-06 Maxwell Rosenthal

We study computational questions in a game-theoretic model that, in particular, aims to capture advertising/persuasion applications such as viral marketing. Specifically, we consider a multi-agent Bayesian persuasion model where an informed…

计算机科学与博弈论 · 计算机科学 2016-03-07 Yakov Babichenko , Siddharth Barman

In Bayesian persuasion, an informed sender strategically discloses information to a receiver so as to persuade them to undertake desirable actions. Recently, a growing attention has been devoted to settings in which sender and receivers…

计算机科学与博弈论 · 计算机科学 2024-03-07 Francesco Bacchiocchi , Francesco Emanuele Stradi , Matteo Castiglioni , Alberto Marchesi , Nicola Gatti

We consider a Bayesian persuasion or information design problem where the sender tries to persuade the receiver to take a particular action via a sequence of signals. This we model by considering multi-phase trials with different…

理论经济学 · 经济学 2021-11-24 Shih-Tang Su , Vijay G. Subramanian , Grant Schoenebeck

A principal designs an algorithm that generates a publicly observable prediction of a binary state. She must decide whether to act directly based on the prediction or to delegate the decision to an agent with private information but…

理论经济学 · 经济学 2024-02-22 Ruqing Xu

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

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

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

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
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