2009 Third IEEE International Conference on Self-Adaptive and Self-Organizing Systems Learning Non-Explicit Control Parameters of Self-Organizing Systems San Francisco, California, USA September 14-September 18 ISBN: 978-0-7695-3794-8
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/SASO.2009.8
Controlling self-organizing systems with given control parameters is often unintuitive and inefficient for the user. Typically, there is some emergent behavior that the user would like to produce that is not directly controllable. Our goal is to develop an autonomous and domain-independent learning framework for adding non-explicit control parameters to self-organizing systems that provide users with more intuitive real-time control of the system. These additional controls are created by using regression to learn a mapping between the explicit control parameters and the non-explicit control parameters.
Citation:
Don Miner, Marie desJardins, "Learning Non-Explicit Control Parameters of Self-Organizing Systems," saso, pp.286-287, 2009 Third IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2009 Usage of this product signifies your acceptance of the Terms of Use. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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