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The Map of Control Theory
11

The Map of Control Theory

Brian Douglas
Beginner
Image
Theory

All of control theory in one map.  The idea behind this map is not to capture everything within control theory, it is to highlight some of the main areas of the field and provide a few...

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System Identification: Theory for the User
7

System Identification: Theory for the User

Lennart Ljung, Linkoping University, Sweden
Beginner
Book
Theory

From the Back Cover

The field's leading text, now completely updated. 

Modeling dynamical systems ― theory, methodology, and applications. 

Lennart Ljung's System Identification: Theory...

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Averaging Methods in Nonlinear Dynamical Systems
1

Averaging Methods in Nonlinear Dynamical Systems

Jan A. Sanders, Ferdinand Verhulst, James Murdock
Intermediate
Book
Theory

Perturbation theory and in particular normal form theory has shown strong growth during the last decades. So it is not surprising that the authors have presented an extensive revision of the...

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Reinforcement Learning: An Introduction
1

Reinforcement Learning: An Introduction

Richard S. Sutton and Andrew G. Barto
Beginner
Book
Theory

From the book introduction:

The idea that we learn by interacting with our environment is probably the first to occur to us when we think about the nature of learning. When an infant plays...

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