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Bayesian Reasoning and Gaussian Processes for Machine Learning Applications
Language: en
Pages: 147
Authors: Hemachandran K
Categories: Business & Economics
Type: BOOK - Published: 2022-04-14 - Publisher: CRC Press

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This book introduces Bayesian reasoning and Gaussian processes into machine learning applications. Bayesian methods are applied in many areas, such as game deve
Bayesian Reasoning and Gaussian Processes for Machine Learning Applications
Language: en
Pages: 165
Authors: Hemachandran K
Categories: Business & Economics
Type: BOOK - Published: 2022-04-14 - Publisher: CRC Press

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This book introduces Bayesian reasoning and Gaussian processes into machine learning applications. Bayesian methods are applied in many areas, such as game deve
Bayesian Reasoning and Machine Learning
Language: en
Pages: 739
Authors: David Barber
Categories: Computers
Type: BOOK - Published: 2012-02-02 - Publisher: Cambridge University Press

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A practical introduction perfect for final-year undergraduate and graduate students without a solid background in linear algebra and calculus.
Gaussian Processes for Machine Learning
Language: en
Pages: 266
Authors: Carl Edward Rasmussen
Categories: Computers
Type: BOOK - Published: 2005-11-23 - Publisher: MIT Press

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A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machi
Efficient Reinforcement Learning Using Gaussian Processes
Language: en
Pages: 226
Authors: Marc Peter Deisenroth
Categories: Electronic computers. Computer science
Type: BOOK - Published: 2010 - Publisher: KIT Scientific Publishing

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This book examines Gaussian processes in both model-based reinforcement learning (RL) and inference in nonlinear dynamic systems.First, we introduce PILCO, a fu