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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

The Bayesian persuasion paradigm of strategic communication models interaction between a privately-informed agent, called the sender, and an ignorant but rational agent, called the receiver. The goal is typically to design a (near-)optimal…

计算机科学与博弈论 · 计算机科学 2021-06-21 Ronen Gradwohl , Niklas Hahn , Martin Hoefer , Rann Smorodinsky

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 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

We consider the information design problem in spatial resource competition settings. Agents gather at a location deciding whether to move to another location for possibly higher level of resources, and the utility each agent gets by moving…

计算机科学与博弈论 · 计算机科学 2019-09-30 Pu Yang , Krishnamurthy Iyer , Peter Frazier

Persuasion studies how a principal can influence agents' decisions via strategic information revelation --- often described as a signaling scheme --- in order to yield the most desirable equilibrium outcome. Recently, there has been a large…

计算机科学与博弈论 · 计算机科学 2019-10-22 Haifeng Xu

We study principal-agent problems in which a principal commits to an outcome-dependent payment scheme (a.k.a. contract) so as to induce an agent to take a costly, unobservable action. We relax the assumption that the principal perfectly…

计算机科学与博弈论 · 计算机科学 2021-06-02 Matteo Castiglioni , Alberto Marchesi , Nicola Gatti

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

We study the problem of selection in the context of Bayesian persuasion. We are given multiple agents with hidden values (or quality scores), to whom resources must be allocated by a welfare-maximizing decision-maker. An intermediary with…

计算机科学与博弈论 · 计算机科学 2025-11-18 Yannan Bai , Kamesh Munagala , Yiheng Shen , Davidson Zhu

We study the algorithmics of information structure design -- a.k.a. persuasion or signaling -- in a fundamental special case introduced by Arieli and Babichenko: multiple agents, binary actions, and no inter-agent externalities. Unlike…

计算机科学与博弈论 · 计算机科学 2017-05-16 Shaddin Dughmi , Haifeng Xu

We investigate the mechanism design problem faced by a principal who hires \emph{multiple} agents to gather and report costly information. Then, the principal exploits the information to make an informed decision. We model this problem as a…

计算机科学与博弈论 · 计算机科学 2023-07-13 Federico Cacciamani , Matteo Castiglioni , Nicola Gatti

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

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

A network of agents attempt to learn some unknown state of the world drawn by nature from a finite set. Agents observe private signals conditioned on the true state, and form beliefs about the unknown state accordingly. Each agent may face…

机器学习 · 计算机科学 2015-03-13 Shahin Shahrampour , Mohammad Amin Rahimian , Ali Jadbabaie

The classic Bayesian persuasion model assumes a Bayesian and best-responding receiver. We study a relaxation of the Bayesian persuasion model where the receiver can approximately best respond to the sender's signaling scheme. We show that,…

计算机科学与博弈论 · 计算机科学 2024-02-23 Yiling Chen , Tao Lin

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

We study the classic principal-agent model when the signal observed by the principal is chosen by the agent. We fully characterize the optimal information structure from an agent's perspective in a general moral hazard setting with limited…

理论经济学 · 经济学 2023-07-25 Majid Mahzoon , Ali Shourideh , Ariel Zetlin-Jones

In bipartite matching problems, agents on two sides of a graph want to be paired according to their preferences. The stability of a matching depends on these preferences, which in uncertain environments also reflect agents' beliefs about…

计算机科学与博弈论 · 计算机科学 2025-11-10 Jonathan Shaki , Jiarui Gan , Sarit Kraus

We study how to allocate resources to participants who can strategically misrepresent their deservingness at a cost. A principal assigns item(s) (or money) among multiple agents on the basis of their costly signals. Each agent's signal…

理论经济学 · 经济学 2026-03-05 Yingkai Li , Xiaoyun Qiu

We study hidden-action principal-agent problems in which a principal commits to an outcome-dependent payment scheme (called contract) so as to incentivize the agent to take a costly, unobservable action leading to favorable outcomes. In…

计算机科学与博弈论 · 计算机科学 2022-08-18 Matteo Castiglioni , Alberto Marchesi , Nicola Gatti
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