Vidal's libraryTitle: | Reciprocity: a foundational principle for promoting cooperative behavior among self-interested agents |
Author: | Sandip Sen |
Book Tittle: | Proceedings of the Second International Conference on Multiagent Systems |
Pages: | 322--329 |
Publisher: | AAAI Press, Menlo Park, CA |
Year: | 1996 |
Abstract: | If participating agents in a multiagent system can be assumed to be cooperative in nature coor dination mechanisms can be used that will re alize desirable system performance Such as sumptions however are untenable in open sys tems Agent designers have to design agents and agent environments with the understanding that participating agents will act to serve their self interests instead of working towards group goals We investigate the choice of interaction strate gies and environmental characteristics that will make the best self interested actions to be coop erative in nature We analyze the inadequacy of traditional deterministic reciprocity mechanisms to promote cooperative behavior with a fair dis tribution of the workload A probabilistic reci procity mechanism is introduced and shown to generate stable and cooperative behavior among a group of self interested agents The resultant system exhibits close to optimal throughput with a fair distribution of the workload among the participating agents. |
Cited by 67 - Google Scholar
@InProceedings{sen96a,
author = {Sandip Sen},
title = {Reciprocity: a foundational principle for promoting
cooperative behavior among self-interested agents},
googleid = {qnZrkj9P1vYJ:scholar.google.com/},
booktitle = {Proceedings of the Second International Conference
on Multiagent Systems},
pages = {322--329},
year = 1996,
publisher = {AAAI Press, Menlo Park, CA},
abstract = {If participating agents in a multiagent system can
be assumed to be cooperative in nature coor dination
mechanisms can be used that will re alize desirable
system performance Such as sumptions however are
untenable in open sys tems Agent designers have to
design agents and agent environments with the
understanding that participating agents will act to
serve their self interests instead of working
towards group goals We investigate the choice of
interaction strate gies and environmental
characteristics that will make the best self
interested actions to be coop erative in nature We
analyze the inadequacy of traditional deterministic
reciprocity mechanisms to promote cooperative
behavior with a fair dis tribution of the workload A
probabilistic reci procity mechanism is introduced
and shown to generate stable and cooperative
behavior among a group of self interested agents The
resultant system exhibits close to optimal
throughput with a fair distribution of the workload
among the participating agents.},
keywords = {multiagent learning game-theory},
url = {http://jmvidal.cse.sc.edu/library/sen96a.pdf},
cluster = {17786490912804402858}
}
Last modified: Wed Mar 9 10:14:05 EST 2011