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 …
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 …
Encoding human behavior in information design through deep learning
We initiate the study of $\textit {behavioral information design} $ through deep learning. In
information design, a $\textit {sender} $ aims to persuade a $\textit {receiver} $ to take certain …
information design, a $\textit {sender} $ aims to persuade a $\textit {receiver} $ to take certain …
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 …
Storytelling, the scale of persuasion and retention: A neuromarketing approach
Persuasive storytelling is an essential tool for propagandists, publicists, and corporations. In
this research, storytelling styles have been examined for their effectiveness in terms of …
this research, storytelling styles have been examined for their effectiveness in terms of …
Deep contract design via discontinuous networks
Contract design involves a principal who establishes contractual agreements about
payments for outcomes that arise from the actions of an agent. In this paper, we initiate the …
payments for outcomes that arise from the actions of an agent. In this paper, we initiate the …
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 …
Selling data to a machine learner: Pricing via costly signaling
We consider a new problem of selling data to a machine learner who looks to purchase data
to train his machine learning model. A key challenge in this setup is that neither the seller …
to train his machine learning model. A key challenge in this setup is that neither the seller …
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 …
Bayesian exploration: Incentivizing exploration in Bayesian games
We consider a ubiquitous scenario in the internet economy when individual decision makers
(henceforth, agents) both produce and consume information as they make strategic choices …
(henceforth, agents) both produce and consume information as they make strategic choices …