Towards Information Theory-Based Discovery of Equivariances

The presence of symmetries imposes a stringent set of constraints on a system. This constrained structure allows intelligent agents interacting with such a system to drastically improve the efficiency of learning and generalization, through the internalisation of the system's symmetries into th...

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Hauptverfasser:	Charvin, Hippolyte, Volpi, Nicola Catenacci, Polani, Daniel
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Information Theory Computer Science - Neural and Evolutionary Computing Mathematics - Group Theory Mathematics - Information Theory
Online-Zugang:	Volltext bestellen
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