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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

We introduce a model of sender-receiver stopping games, where the state of the world follows an iid--process throughout the game. At each period, the sender observes the current state, and sends a message to the receiver, suggesting either…

计算机科学与博弈论 · 计算机科学 2020-04-07 Aditya Aradhye , János Flesch , Mathias Staudigl , Dries Vermeulen

We frame dynamic persuasion in a partial observation stochastic control Leader-Follower game with an ergodic criterion. The Receiver controls the dynamics of a multidimensional unobserved state process. Information is provided to the…

最优化与控制 · 数学 2025-06-23 René Aïd , Ofelia Bonesini , Giorgia Callegaro , Luciano Campi

We study a dynamic Bayesian persuasion model called Markovian persuasion. In such a model, the belief of the receiver regarding the current state of a Markov chain $(X_n)_{n\geq 1}$, over a finite state space $K$, is controlled through…

最优化与控制 · 数学 2025-12-09 Dimitry Shaiderman

Bayesian inference on structured models typically relies on the ability to infer posterior distributions of underlying hidden variables. However, inference in implicit models or complex posterior distributions is hard. A popular tool for…

机器学习 · 统计学 2016-12-16 Theofanis Karaletsos

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

This paper considers Bayesian persuasion for routing games where information about the uncertain state of the network is provided by a traffic information system (TIS) using public signals. In this setup, the TIS commits to a signalling…

最优化与控制 · 数学 2023-02-02 Jasper Verbree , Ashish Cherukuri

Information asymmetry in games enables players with the information advantage to manipulate others' beliefs by strategically revealing information to other players. This work considers a double-sided information asymmetry in a Bayesian…

计算机科学与博弈论 · 计算机科学 2023-08-29 Tao Li , Quanyan Zhu

We consider the problem of dynamic information design with one sender and one receiver where the sender observers a private state of the system and takes an action to send a signal based on its observation to a receiver. Based on this…

理论经济学 · 经济学 2020-05-18 Deepanshu Vasal

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 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

In this paper, we introduce a robust sensor design framework to provide "persuasion-based" defense in stochastic control systems against an unknown type attacker with a control objective exclusive to its type. For effective control, such an…

系统与控制 · 电气工程与系统科学 2020-09-15 Muhammed O. Sayin , Tamer Basar

We introduce a scalable Bayesian preference learning method for identifying convincing arguments in the absence of gold-standard rat- ings or rankings. In contrast to previous work, we avoid the need for separate methods to perform quality…

计算与语言 · 计算机科学 2018-06-08 Edwin Simpson , Iryna Gurevych

This paper studies a Stackelberg game wherein a sender (leader) attempts to shape the information of a less informed receiver (follower) who in turn takes an action that determines the payoff for both players. The sender chooses signals to…

计算机科学与博弈论 · 计算机科学 2022-10-07 Reema Deori , Ankur A. Kulkarni

As one of the classic models that describe the belief dynamics over social networks, a non-Bayesian social learning model assumes that members in the network possess accurate signal knowledge through the process of Bayesian inference. In…

社会与信息网络 · 计算机科学 2019-05-21 Sannyuya Liu , Zhonghua Yan , Xiufeng Cheng , Liang Zhao

We introduce and study the problem of detecting whether an agent is updating their prior beliefs given new evidence in an optimal way that is Bayesian, or whether they are biased towards their own prior. In our model, biased agents form…

计算机科学与博弈论 · 计算机科学 2024-10-31 Yiling Chen , Tao Lin , Ariel D. Procaccia , Aaditya Ramdas , Itai Shapira

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

In this paper we investigate the potential for persuasion arising from the quantum indeterminacy of a decision-maker's beliefs, a feature that has been proposed as a formal expression of well-known cognitive limitations. We focus on a…

物理与社会 · 物理学 2018-05-25 Vladimir I. Danilov , Ariane Lambert-Mogiliansky

This paper studies a game in which an informed sender with state-independent preferences uses verifiable messages to convince a receiver to choose an action from a finite set. We characterize the equilibrium outcomes of the game and compare…

理论经济学 · 经济学 2025-10-10 Maria Titova , Kun Zhang

This work studies a dynamic mechanism design problem in which a principal delegates decision makings to a group of privately-informed agents without the monetary transfer or burning. We consider that the principal privately possesses…

计算机科学与博弈论 · 计算机科学 2022-01-19 Tao Zhang , Quanyan Zhu