Probabilistic Artificial Intelligence

This course introduces core modeling techniques and algorithms from machine learning, optimization and control for reasoning and decision making under uncertainty, and study applications in areas such as robotics.

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Artificial intelligence

A modern approach

Stuart J. Russell and Peter Norvig ; contributing writers: Ming-Wei Chang [und 8 weitere]

Signature Year Rack/Shelf Lecture Return Date Status
Textbook.M.012.05.1 2022 12 / 1 Probabilistic Artificial Intelligence Available
Textbook.M.012.05.2 2022 12 / 1 Probabilistic Artificial Intelligence Available
Textbook.M.012.05.3 2022 12 / 1 Probabilistic Artificial Intelligence Available
Textbook.M.012.05.4 2022 12 / 1 Probabilistic Artificial Intelligence Available
Textbook.M.012.05.5 2022 12 / 1 Probabilistic Artificial Intelligence Available
Textbook.M.012.04.1 2016 12 / 1 Probabilistic Artificial Intelligence Available
Textbook.M.012.04.2 2016 12 / 1 Probabilistic Artificial Intelligence Available
Textbook.M.012.04.3 2016 12 / 1 Probabilistic Artificial Intelligence Available
Textbook.M.012.04.4 2016 12 / 1 Probabilistic Artificial Intelligence Available
Textbook.M.012.04.5 2016 12 / 1 Probabilistic Artificial Intelligence Available
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Pattern recognition and machine learning

Christopher M. Bishop

Signature Year Rack/Shelf Lecture Return Date Status
Textbook.M.012.02.1 2009 12 / 1 Probabilistic Artificial Intelligence Available
Textbook.M.012.02.2 2009 12 / 1 Probabilistic Artificial Intelligence Available
Textbook.M.012.02.3 2009 12 / 1 Probabilistic Artificial Intelligence Available
Textbook.M.005.05.1 2009 7 / 3 Advanced Machine Learning Available
Textbook.M.005.05.2 2009 7 / 3 Advanced Machine Learning Available
Textbook.M.005.05.3 2009 7 / 3 Advanced Machine Learning Available
Textbook.M.005.05.4 2009 7 / 3 Advanced Machine Learning Available
Textbook.M.005.05.5 2009 7 / 3 Advanced Machine Learning Available
Textbook.B.116.01.2 2009 6 / 5 Visual Computing Available
Textbook.B.116.01.4 2009 6 / 5 Visual Computing Available
Textbook.B.116.01.5 2009 6 / 5 Visual Computing Available
Textbook.B.116.01.6 2009 6 / 5 Visual Computing Available
Textbook.B.132.04.3 2007 6 / 2 Introduction to Machine Learning Available
Textbook.B.116.01.1 2009 6 / 5 Visual Computing On-site use only
Textbook.B.132.04.1 2007 6 / 2 Introduction to Machine Learning Unavailable
Textbook.B.132.04.2 2007 6 / 2 Introduction to Machine Learning Unavailable
IL.06.1 2006 31.3.2026 Unavailable
Textbook.B.116.01.3 2009 6 / 5 Visual Computing 2.4.2026 Unavailable
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NOT AVAILABLE
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Artificial intelligence

A modern approach

Stuart J. Russell and Peter Norvig ; contributing writers: John F. Canny ... [et al.]

Signature Year Rack/Shelf Lecture Return Date Status
EX.0000.47.1 1995 Available
Textbook.M.012.01.2 2010 12 / 1 Probabilistic Artificial Intelligence On-site use only
Textbook.M.012.01.1 2010 12 / 1 Probabilistic Artificial Intelligence Unavailable
Textbook.M.012.03.1 2010 12 / 1 Probabilistic Artificial Intelligence Unavailable
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Reinforcement learning

An introduction

Richard S. Sutton and Andrew G. Barto

Signature Year Rack/Shelf Lecture Return Date Status
Textbook.M.102.01.1 2018 10 / 3 Foundations of Reinforcement Learning On-site use only
Textbook.M.102.01.2 2018 10 / 3 Foundations of Reinforcement Learning 10.3.2026 Unavailable
Textbook.M.012.07.1 2018 12 / 1 Probabilistic Artificial Intelligence 12.3.2026 Unavailable
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NOT AVAILABLE
ONLINE VERSION
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Gaussian processes for machine learning

Carl Edward Rasmussen, Christopher K.I. Williams

Signature Year Rack/Shelf Lecture Return Date Status
Textbook.M.012.06.1 2006 12 / 1 Probabilistic Artificial Intelligence Available
Textbook.M.012.06.2 2006 12 / 1 Probabilistic Artificial Intelligence 9.3.2026 Unavailable