136 citations · 246 across the 25 of their papers we have counts for
5 papers · 1 filter
Expert Selection in High-Dimensional Markov Decision Processes
Vicenc Rubies-Royo, Eric Mazumdar, Roy Dong +2
In this work we present a multi-armed bandit framework for online expert selection in Markov decision processes and demonstrate its use in high-dimensional settings. Our method tak…
Incentivizing Truthful Reporting from Strategic Sensors in Dynamical Systems
Yuelin Zhao, Roy Dong
Human agents are increasingly serving as data sources in the context of dynamical systems. Unlike traditional sensors, humans may manipulate or omit data for selfish reasons. There…
Equilibrium Selection in Data Markets: Multiple-Principal, Multiple-Agent Problems with Non-Rivalrous Goods
Samir Wadhwa, Roy Dong
There are several aspects of data markets that distinguish them from a typical commodity market: asymmetric information, the non-rivalrous nature of data, and informational externa…
Protecting Consumers Against Personalized Pricing: A Stopping Time Approach
Roy Dong, Erik Miehling, Cedric Langbort
The widespread availability of behavioral data has led to the development of data-driven personalized pricing algorithms: sellers attempt to maximize their revenue by estimating th…
smartSDH: An Experimental Study of Mechanism Based Building Control
Ioannis C. Konstantakopoulos, Kristy A. Hamilton, Yashaswini Murthy +3
As Internet of Things (IoT) technologies are increasingly being deployed, situations frequently arise where multiple stakeholders must reconcile preferences to control a shared res…