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Exploration/exploitation in stochastic distributed constraint optimization settings

: Pfrommer, J.


Bajo, J.:
Trends in Practical Applications of Agents, Multi-Agent Systems and Sustainability : The PAAMS Collection
Berlin: Springer, 2015 (Advances in Intelligent Systems and Computing 372)
ISBN: 978-3-319-19629-9 (Electronic)
ISBN: 978-3-319-19628-2 (Print)
International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS) <13, 2015, Salamanca>
Conference Paper
Fraunhofer IOSB ()

In recent years, important results have been achived in decision-making in uncertain environments, where actions have a direct reward as well as long-term ramifications by bringing in additional information used to improve future decisions. We propose a line of work where this exploration/exploitation tradeoff is applied to distributed settings with interacting independent agents.