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AINA
2007
IEEE
15 years 11 months ago
QoS-LI: QoS Loss Inference in Disadvantaged Networks
— Quality of Service (QoS) of disadvantaged networks is usually considered from a purely network standpoint in existing works. Adversarial intervention in such networks is not an...
Vidyaraman Sankaranarayanan, Shambhu J. Upadhyaya,...
ATAL
2008
Springer
15 years 6 months ago
Switching dynamics of multi-agent learning
This paper presents the dynamics of multi-agent reinforcement learning in multiple state problems. We extend previous work that formally modelled the relation between reinforcemen...
Peter Vrancx, Karl Tuyls, Ronald L. Westra
ATAL
2008
Springer
15 years 6 months ago
Synthesis of strategies from interaction traces
We describe how to take a set of interaction traces produced by different pairs of players in a two-player repeated game, and combine them into a composite strategy. We provide an...
Tsz-Chiu Au, Sarit Kraus, Dana S. Nau
151
Voted
WINE
2010
Springer
152views Economy» more  WINE 2010»
15 years 2 months ago
Collusion in VCG Path Procurement Auctions
We consider collusion in path procurement auctions, where payments are determined using the VCG mechanism. We show that collusion can increase the utility of the agents, and in som...
Yoram Bachrach, Peter Key, Morteza Zadimoghaddam
147
Voted
ATAL
2009
Springer
15 years 2 months ago
Replicator Dynamics for Multi-agent Learning: An Orthogonal Approach
Today's society is largely connected and many real life applications lend themselves to be modeled as multi-agent systems. Although such systems as well as their models are d...
Michael Kaisers, Karl Tuyls