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.

AVAILABLE
READING ROOM ONLY
NOT AVAILABLE
ONLINE VERSION
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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.012.04.1 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
Textbook.M.012.05.4 2022 12 / 1 Probabilistic Artificial Intelligence 28.3.2025 Unavailable
Textbook.M.012.05.5 2022 12 / 1 Probabilistic Artificial Intelligence 31.3.2025 Unavailable
AVAILABLE
READING ROOM ONLY
NOT 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.005.05.2 2009 7 / 4 Advanced Machine Learning Available
Textbook.M.005.05.3 2009 7 / 4 Advanced Machine Learning Available
Textbook.M.005.05.4 2009 7 / 4 Advanced Machine Learning Available
Textbook.M.005.05.5 2009 7 / 4 Advanced Machine Learning Available
Textbook.B.116.01.2 2009 6 / 5 Visual Computing Available
Textbook.B.116.01.3 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
EX.0000.37.1 2007 Available
EX.0000.37.2 2007 Available
IL.06.1 2006 Available
Textbook.B.116.01.1 2009 6 / 5 Visual Computing On-site use only
EX.0000.37.3 2007 Unavailable
Textbook.M.012.02.2 2009 12 / 1 Probabilistic Artificial Intelligence 14.3.2025 Unavailable
Textbook.M.012.02.3 2009 12 / 1 Probabilistic Artificial Intelligence 31.3.2025 Unavailable
Textbook.M.005.05.1 2009 7 / 4 Advanced Machine Learning 8.4.2025 Unavailable
AVAILABLE
READING ROOM ONLY
NOT AVAILABLE
ONLINE VERSION
cover image

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
Textbook.M.012.01.1 2010 12 / 1 Probabilistic Artificial Intelligence Available
EX.0000.47.1 1995 Available
Textbook.M.012.01.2 2010 12 / 1 Probabilistic Artificial Intelligence On-site use only
Textbook.M.012.03.1 2010 12 / 1 Probabilistic Artificial Intelligence Unavailable