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ATAL
2006
Springer
15 years 9 months ago
On the response of EMT-based control to interacting targets and models
A novel control mechanism was recently introduced based on Extended Markov Tracking (EMT) [9, 10]. In this paper, we present a study of its response to multiple interacting contro...
Zinovi Rabinovich, Jeffrey S. Rosenschein
ATAL
2006
Springer
15 years 9 months ago
Multi-robot learning with particle swarm optimization
We apply an adapted version of Particle Swarm Optimization to distributed unsupervised robotic learning in groups of robots with only local information. The performance of the lea...
Jim Pugh, Alcherio Martinoli
ATAL
2006
Springer
15 years 9 months ago
Learning to identify winning coalitions in the PAC model
We consider PAC learning of simple cooperative games, in which the coalitions are partitioned into "winning" and "losing" coalitions. We analyze the complexity...
Ariel D. Procaccia, Jeffrey S. Rosenschein
ATAL
2006
Springer
15 years 9 months ago
The communication complexity of coalition formation among autonomous agents
It is self-evident that in numerous Multiagent settings, selfish agents stand to benefit from cooperating by forming coalitions. Nevertheless, negotiating a stable distribution of...
Ariel D. Procaccia, Jeffrey S. Rosenschein