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Information provision in two-sided platforms: Optimizing for supply
Although information design has recently received significant attention as a tool for sha**
consumers' purchase behavior, little is known about its use and implications in two-sided …
consumers' purchase behavior, little is known about its use and implications in two-sided …
Dynamic information design: A simple problem on optimal sequential information disclosure
We study a dynamic information design problem in a finite-horizon setting consisting of two
strategic and long-term optimizing agents, namely a principal (he) and a detector (she). The …
strategic and long-term optimizing agents, namely a principal (he) and a detector (she). The …
To Optimize Human-in-The-Loop Learning in Repeated Routing Games
Today navigation applications (eg, Waze and Google Maps) enable human users to learn
and share the latest traffic observations, yet such information sharing simply aids selfish …
and share the latest traffic observations, yet such information sharing simply aids selfish …
Model-free reinforcement learning for mean field games
In this article, we have proposed a model-free reinforcement learning (RL) algorithm, based
on sequential decomposition, to obtain optimal policies for mean field games (MFGs). We …
on sequential decomposition, to obtain optimal policies for mean field games (MFGs). We …
Master equation for discrete-time stackelberg mean field games with a single leader
In this paper, we consider a discrete-time Stack-elberg mean field game with a leader and
an infinite number of followers. The leader and the followers each observe types privately …
an infinite number of followers. The leader and the followers each observe types privately …
Information design for spatial resource allocation
In this paper, we study platforms where resources and jobs are spatially distributed, and
resources have the flexibility to strategically move to different locations for better payoffs. The …
resources have the flexibility to strategically move to different locations for better payoffs. The …
Quality selection in two-sided markets: A constrained price discrimination approach
Online platforms collect rich information about participants and then share some of this
information back with them to improve market outcomes. In this paper we study the following …
information back with them to improve market outcomes. In this paper we study the following …
Information design in bayesian routing games
We study optimal information provision in transportation networks when users are strategic
and the network state is uncertain. An omniscient planner observes the network state and …
and the network state is uncertain. An omniscient planner observes the network state and …
Bayesian persuasion in sequential trials
We consider a Bayesian persuasion problem where the sender tries to persuade the
receiver to take a particular action via a sequence of signals. This we model by considering …
receiver to take a particular action via a sequence of signals. This we model by considering …
Information design for congestion minimization in transportation networks
We study an information design problem to reduce congestion in transportation networks. In
presence of an uncertain network state, the central planner may sends private signals to the …
presence of an uncertain network state, the central planner may sends private signals to the …