Causal Models over Infinite Graphs and their Application to the Sensorimotor Loop - General Stochastic Aspects and Gradient Methods for Optimal Control
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چکیده
The enormous amount of capabilities that every human learns throughout his life, is probably among the most remarkable and fascinating aspects of life. Learning has therefore drawn lots of interest from scientists working in very different fields like philosophy, biology, sociology, educational sciences, computer sciences and mathematics. This thesis focuses on the information theoretical and mathematical aspects of learning.
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