@proceedings {314,
	title = {10302 Abstracts Collection - Learning paradigms in dynamic environments},
	journal = {Learning paradigms in dynamic environments},
	year = {2010},
	publisher = {Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany},
	address = {Dagstuhl, Germany},
	keywords = {Autonomous learning, Dynamic systems, Neural-symbolic integration, Neurobiology, Recurrent neural networks, Speech processing},
	issn = {1862-4405},
	url = {http://drops.dagstuhl.de/opus/volltexte/2010/2804},
	editor = {Barbara Hammer and Pascal Hitzler and Wolfgang Maass and Marc Toussaint}
}
@conference {405,
	title = {10302 Summary {\textendash} Learning paradigms in dynamic environments},
	booktitle = {Learning paradigms in dynamic environments},
	number = {10302},
	year = {2010},
	publisher = {Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany},
	organization = {Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany},
	address = {Dagstuhl, Germany},
	abstract = {<p>The seminar centered around problems which arise in the context of machine learning in dynamic environments. Particular emphasis was put on a couple of specific questions in this context: how to represent and abstract knowledge appropriately to shape the problem of learning in a partially unknown and complex environment and how to combine statistical inference and abstract symbolic representations; how to infer from few data and how to deal with non i.i.d. data, model revision and life-long learning; how to come up with efficient strategies to control realistic environments for which exploration is costly, the dimensionality is high and data are sparse; how to deal with very large settings; and how to apply these models in challenging application areas such as robotics, computer vision, or the web.</p>
},
	url = {http://drops.dagstuhl.de/opus/volltexte/2010/2802},
	author = {Barbara Hammer and Pascal Hitzler and Wolfgang Maass and Marc Toussaint},
	editor = {Barbara Hammer and Pascal Hitzler and Wolfgang Maass and Marc Toussaint}
}
@article {84,
	title = {Perspectives and challenges for recurrent neural network training},
	journal = {Logic Journal of the IGPL},
	volume = {18},
	year = {2010},
	pages = {617{\textendash}619},
	doi = {10.1093/jigpal/jzp042},
	url = {http://dx.doi.org/10.1093/jigpal/jzp042},
	author = {Marco Gori and Barbara Hammer and Pascal Hitzler and Guenther Palm}
}
