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In the persuasion model, apart from a few special cases, comparative statics has been an open question. We answer it, delineating which shifts of the sender's interim payoff lead her optimally to choose a more informative signal. Our first…

理论经济学 · 经济学 2025-11-26 Gregorio Curello , Ludvig Sinander

In the autonomous driving area, interaction between vehicles is still a piece of puzzle which has not been fully resolved. The ability to intelligently and safely interact with other vehicles can not only improve self driving quality but…

最优化与控制 · 数学 2018-09-27 Cheng Peng , Masayoshi Tomizuka

The Bayesian persuasion model studies communication between an informed sender and a receiver with a payoff-relevant action, emphasizing the ability of a sender to extract maximal surplus from his informational advantage. In this paper we…

计算机科学与博弈论 · 计算机科学 2020-06-04 Ronen Gradwohl , Niklas Hahn , Martin Hoefer , Rann Smorodinsky

We study online Bayesian persuasion problems in which an informed sender repeatedly faces a receiver with the goal of influencing their behavior through the provision of payoff-relevant information. Previous works assume that the sender has…

计算机科学与博弈论 · 计算机科学 2024-11-12 Francesco Bacchiocchi , Matteo Bollini , Matteo Castiglioni , Alberto Marchesi , Nicola Gatti

Bayesian persuasion and its derived information design problem has been one of the main research agendas in the economics and computation literature over the past decade. However, when attempting to apply its model and theory, one is often…

计算机科学与博弈论 · 计算机科学 2023-03-21 Bonan Ni , Weiran Shen , Pingzhong Tang

We investigate a two-period Bayesian persuasion game, where the receiver faces a decision, akin to a one-armed bandit problem: to undertake an action, gaining noisy information and a corresponding positive or negative payoff, or to refrain.…

最优化与控制 · 数学 2024-01-11 Massimo DAntoni , Ehud Lehrer , Avraham Tabbach , Eilon Solan

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

We study a long-run persuasion problem where a long-lived Sender repeatedly interacts with a sequence of short-lived Receivers who may adopt a misspecified model for belief updating. The Sender commits to a stationary information structure,…

理论经济学 · 经济学 2025-08-05 Hyeonggyun Ko

The celebrated Bayesian persuasion model considers strategic communication between an informed agent (the sender) and uninformed decision makers (the receivers). The current rapidly-growing literature mostly assumes a dichotomy: either the…

计算机科学与博弈论 · 计算机科学 2022-03-16 Yakov Babichenko , Inbal Talgam-Cohen , Haifeng Xu , Konstantin Zabarnyi

How should an agent (the sender) observing multi-dimensional data (the state vector) persuade another agent to take the desired action? We show that it is always optimal for the sender to perform a (non-linear) dimension reduction by…

机器学习 · 统计学 2022-10-05 Semyon Malamud , Andreas Schrimpf

We study a Bayesian persuasion setting in which a sender wants to persuade a critical mass of receivers by revealing partial information about the state to them. The homogeneous binary-action receivers are located on a communication…

计算机科学与博弈论 · 计算机科学 2025-09-12 Toygar T. Kerman , Anastas P. Tenev , Konstantin Zabarnyi

We analyze the effect of squeezing the channel in binary communication based on Gaussian states. We show that for coding on pure states, squeezing increases the detection probability at fixed size of the strategy, actually saturating the…

量子物理 · 物理学 2009-11-07 Matteo G. A. Paris

This work investigates a dynamic variant of Bayesian persuasion, in which a strategic sender seeks to influence a receiver's belief over time through controlling the timing of the information disclosure, under resource constraints. We…

信息论 · 计算机科学 2025-12-05 Ahmet Bugra Gundogan , Melih Bastopcu

We examine information structure design, also called "persuasion" or "signaling", in the presence of a constraint on the amount of communication. We focus on the fundamental setting of bilateral trade, which in its simplest form involves a…

计算机科学与博弈论 · 计算机科学 2020-03-09 Shaddin Dughmi , David Kempe , Ruixin Qiang

We address Bayesian persuasion between a sender and a receiver with state-dependent quadratic cost measures for general classes of distributions. The receiver seeks to make mean-square-error estimate of a state based on a signal sent by the…

计算机科学与博弈论 · 计算机科学 2020-09-15 Muhammed O. Sayin , Tamer Basar

We consider a dynamic model of Bayesian persuasion in which information takes time and is costly for the sender to generate and for the receiver to process, and neither player can commit to their future actions. Persuasion may totally…

理论经济学 · 经济学 2022-10-03 Yeon-Koo Che , Kyungmin Kim , Konrad Mierendorff

We focus on the scenario in which an agent can exploit his information advantage to manipulate the outcome of an election. In particular, we study district-based elections with two candidates, in which the winner of the election is the…

计算机科学与博弈论 · 计算机科学 2020-12-11 Matteo Castiglioni , Nicola Gatti

In the classical Bayesian persuasion model an informed player and an uninformed one engage in a static interaction. The informed player, the sender, knows the state of nature, while the uninformed one, the receiver, does not. The informed…

理论经济学 · 经济学 2021-11-30 Ehud Lehrer , Dimitry Shaiderman

I describe a Bayesian persuasion problem where Receiver has a private type representing a cutoff for choosing Sender's preferred action, and Sender has maxmin preferences over all Receiver type distributions with known mean and bounds. This…

理论经济学 · 经济学 2025-09-03 Eitan Sapiro-Gheiler

We study Bayesian Persuasion with multiple senders who have access to conditionally independent experiments (and possibly others). Senders have zero-sum preferences over information revealed. We characterize when any set of states can be…

理论经济学 · 经济学 2022-06-14 Dilip Ravindran , Zhihan Cui