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research article

Information Structure Design in Team Decision Problems

Summers, Tyler
•
Li, Changyuan
•
Kamgarpour, Maryam  
July 2017
IFAC-PapersOnLine

We consider a problem of information structure design in team decision problems and team games. We propose simple, scalable greedy algorithms for adding a set of extra information links to optimize team performance and resilience to non-cooperative and adversarial agents. We show via a simple counterexample that the set function mapping additional information links to team performance is in general not supermodular. Although this implies that the greedy algorithm is not accompanied by worst-case performance guarantees, we illustrate through numerical experiments that it can produce effective and often optimal or near optimal information structure modifications.

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Type
research article
DOI
10.1016/j.ifacol.2017.08.067
Author(s)
Summers, Tyler
Li, Changyuan
Kamgarpour, Maryam  
Date Issued

2017-07

Published in
IFAC-PapersOnLine
Volume

50

Issue

1

Start page

2530

End page

2535

Editorial or Peer reviewed

REVIEWED

Written at

OTHER

EPFL units
SYCAMORE  
Available on Infoscience
December 1, 2021
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/183359
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