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相关论文: Learning to Persuade a Biased Receiver

200 篇论文

The tendency of repeating past choices more often than expected from the history of outcomes has been repeatedly empirically observed in reinforcement learning experiments. It can be explained by at least two computational processes:…

神经与进化计算 · 计算机科学 2024-10-28 Isabelle Hoxha , Leo Sperber , Stefano Palminteri

We consider a persuasion problem between a sender and a receiver whose utility may be nonlinear in her belief; we call such receivers risk-conscious. Such utility models arise when the receiver exhibits systematic biases away from…

理论经济学 · 经济学 2023-07-17 Jerry Anunrojwong , Krishnamurthy Iyer , David Lingenbrink

Strategic information disclosure, in its simplest form, considers a game between an information provider (sender) who has access to some private information that an information receiver is interested in. While the receiver takes an action…

计算机科学与博弈论 · 计算机科学 2024-03-14 Raj Kiriti Velicheti , Melih Bastopcu , S. Rasoul Etesami , Tamer Başar

Background: Confirmation bias is the tendency to acquire or evaluate new information in a way that is consistent with one's preexisting beliefs. It is omnipresent in psychology, economics, and even scientific practices. Prior theoretical…

物理与社会 · 物理学 2014-11-18 A. E. Allahverdyan , Aram Galstyan

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 Bayesian persuasion, an informed sender, who observes a state, commits to a randomized signaling scheme that guides a self-interested receiver's actions. Classical models assume the receiver knows the commitment. We, instead, study the…

计算机科学与博弈论 · 计算机科学 2025-10-03 Caleb Probine , Mustafa O. Karabag , Ufuk Topcu

A principal delegates choice to an agent whose decision depends on both beliefs and tastes. The principal can steer the delegated decision using two costly instruments: (i) an information policy that determines a Bayes--plausible…

理论经济学 · 经济学 2026-02-12 Kemal Ozbek

We study Bayesian persuasion when the receiver evaluates actions by reward-side Conditional Value-at-Risk (CVaR) rather than expected utility. CVaR preferences break the standard action-based direct-recommendation reduction: merging signals…

计算机科学与博弈论 · 计算机科学 2026-05-13 Yujing Chen

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

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 the problem of designing mechanisms for \emph{information acquisition} scenarios. This setting models strategic interactions between an uniformed \emph{receiver} and a set of informed \emph{senders}. In our model the senders…

计算机科学与博弈论 · 计算机科学 2023-06-13 Federico Cacciamani , Matteo Castiglioni , Nicola Gatti

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

We study an information-structure design problem (a.k.a. persuasion) with a single sender and multiple receivers with actions of a priori unknown types, independently drawn from action-specific marginal distributions. As in the standard…

人工智能 · 计算机科学 2019-08-05 Andrea Celli , Stefano Coniglio , Nicola Gatti

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 study sequential social learning with endogenous information acquisition when agents have a taste for nonconformity. Each agent observes predecessors' actions, chooses whether to acquire a private signal (and its precision), and then…

理论经济学 · 经济学 2026-01-05 Georgy Lukyanov , Vasilii Ivanik

In recent studies of political decision-making, apparently anomalous behavior has been observed on the part of voters, in which negative information about a candidate strengthens, rather than weakens, a prior positive opinion about the…

人工智能 · 计算机科学 2013-06-12 William W. Cohen , David P. Redlawsk , Douglas Pierce

We study a game of strategic information design between a sender, who chooses state-dependent information structures, a mediator who can then garble the signals generated from these structures, and a receiver who takes an action after…

理论经济学 · 经济学 2020-12-07 Andrew Kosenko

We study continuous-time persuasion where a sender controls both how informative a signal is over time and when to stop providing information to a receiver. Given an exogenous signal process, the sender can both garble the evolving signal…

理论经济学 · 经济学 2025-12-19 Can Urgun , Mark Whitmeyer

This paper presents a model of costly information acquisition where decision-makers can choose whether to elaborate information superficially or precisely. The former action is costless, while the latter entails a processing cost. Within…

综合经济学 · 经济学 2024-11-27 Federico Vaccari

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