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Authors: Nicolo Cesa-Bianchi
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Type: BOOK - Published: 2006-03-13 - Publisher: Cambridge University Press

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This important text and reference for researchers and students in machine learning, game theory, statistics and information theory offers a comprehensive treatm
Prediction, Learning, and Games
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Authors: Nicolò Cesa-Bianchi
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The central theme here is a model of prediction using expert advice, a general framework within which many related problems can be cast and discussed, including
Prediction Games
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Authors: Michael Brückner
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Type: BOOK - Published: 2012 - Publisher: Universitätsverlag Potsdam

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In many applications one is faced with the problem of inferring some functional relation between input and output variables from given data. Consider, for insta
Conformal Prediction for Reliable Machine Learning
Language: en
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Authors: Vineeth Balasubramanian
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Type: BOOK - Published: 2014-04-23 - Publisher: Newnes

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The conformal predictions framework is a recent development in machine learning that can associate a reliable measure of confidence with a prediction in any rea
Hands-On Reinforcement Learning for Games
Language: en
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Authors: Micheal Lanham
Categories: Computers
Type: BOOK - Published: 2020-01-03 - Publisher: Packt Publishing Ltd

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Explore reinforcement learning (RL) techniques to build cutting-edge games using Python libraries such as PyTorch, OpenAI Gym, and TensorFlow Key FeaturesGet to