Bayesian persuasion and information design
E Kamenica - Annual Review of Economics, 2019 - annualreviews.org
A school may improve its students' job outcomes if it issues only coarse grades. Google can
reduce congestion on roads by giving drivers noisy information about the state of traffic. A …
reduce congestion on roads by giving drivers noisy information about the state of traffic. A …
Online bayesian persuasion
In Bayesian persuasion, an informed sender has to design a signaling scheme that
discloses the right amount of information so as to influence the behavior of a self-interested …
discloses the right amount of information so as to influence the behavior of a self-interested …
Algorithmic bayesian persuasion
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 …
decisions of others, is ubiquitous. Indeed, persuasive communication has been estimated to …
Sequential information design: Learning to persuade in the dark
M Bernasconi, M Castiglioni… - Advances in …, 2022 - proceedings.neurips.cc
We study a repeated information design problem faced by an informed sender who tries to
influence the behavior of a self-interested receiver. We consider settings where the receiver …
influence the behavior of a self-interested receiver. We consider settings where the receiver …
Optimal rates and efficient algorithms for online Bayesian persuasion
Bayesian persuasion studies how an informed sender should influence beliefs of rational
receivers that take decisions through Bayesian updating of a common prior. We focus on the …
receivers that take decisions through Bayesian updating of a common prior. We focus on the …
Sequential information design: Markov persuasion process and its efficient reinforcement learning
In today's economy, it becomes important for Internet platforms to consider the sequential
information design problem to align its long term interest with incentives of the gig service …
information design problem to align its long term interest with incentives of the gig service …
Multi-receiver online bayesian persuasion
Bayesian persuasion studies how an informed sender should partially disclose information
to influence the behavior of a self-interested receiver. Classical models make the stringent …
to influence the behavior of a self-interested receiver. Classical models make the stringent …
Algorithmic information structure design: a survey
S Dughmi - ACM SIGecom Exchanges, 2017 - dl.acm.org
Information structure design, also sometimes known as signaling or persuasion, is
concerned with understanding the effects of information on the outcomes of strategic …
concerned with understanding the effects of information on the outcomes of strategic …
Regret-minimizing Bayesian persuasion
We revisit the celebrated Bayesian persuasion setting and examine how well the Sender
can perform when ignorant of the Receiver's utility. Taking an adversarial approach, we …
can perform when ignorant of the Receiver's utility. Taking an adversarial approach, we …
Bayesian persuasion in sequential decision-making
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 …
An informed principal observes an external parameter of the world and advises an …