TY - JOUR
T1 - Global Games With Noisy Information Sharing
AU - Mahdavifar, Hessam
AU - Beirami, Ahmad
AU - Touri, Behrouz
AU - Shamma, Jeff S.
N1 - KAUST Repository Item: Exported on 2020-10-01
Acknowledgements: The authors would like to sincerely thank the associate editor and the reviewers for their careful review of this paper and for their valuable comments which have improved its quality.
PY - 2017/9/7
Y1 - 2017/9/7
N2 - Global games form a subclass of games with incomplete information, where a set of agents decide actions against a regime with an underlying fundamental \theta representing its power. Each agent has access to an independent noisy observation of \theta. In order to capture the behavior of agents in a social network of information exchange, we assume that agents share their observation in a noisy environment prior to making their decisions. We show that global games with noisy sharing of information do not admit an intuitive type of threshold policy, which only depends on agents' belief about the underlying \theta. This is in contrast to the existing results on the threshold policy for the conventional setup of global games. Motivated by this result, we investigate the existence of equilibrium strategies in a more general collection of threshold-type policies and show that such equilibrium strategies exist and are unique if the sharing of information happens over a sufficiently noisy environment.
AB - Global games form a subclass of games with incomplete information, where a set of agents decide actions against a regime with an underlying fundamental \theta representing its power. Each agent has access to an independent noisy observation of \theta. In order to capture the behavior of agents in a social network of information exchange, we assume that agents share their observation in a noisy environment prior to making their decisions. We show that global games with noisy sharing of information do not admit an intuitive type of threshold policy, which only depends on agents' belief about the underlying \theta. This is in contrast to the existing results on the threshold policy for the conventional setup of global games. Motivated by this result, we investigate the existence of equilibrium strategies in a more general collection of threshold-type policies and show that such equilibrium strategies exist and are unique if the sharing of information happens over a sufficiently noisy environment.
UR - http://hdl.handle.net/10754/628844
UR - https://ieeexplore.ieee.org/document/8027133
UR - http://www.scopus.com/inward/record.url?scp=85051574674&partnerID=8YFLogxK
U2 - 10.1109/TSIPN.2017.2749969
DO - 10.1109/TSIPN.2017.2749969
M3 - Article
SN - 2373-776X
VL - 4
SP - 497
EP - 509
JO - IEEE Transactions on Signal and Information Processing over Networks
JF - IEEE Transactions on Signal and Information Processing over Networks
IS - 3
ER -