Gro E Denker In 60 Minuten Band 5
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Reinforcement Learning Second Edition
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Author : Richard S. Sutton
language : en
Publisher: MIT Press
Release Date : 2018-11-13
Reinforcement Learning Second Edition written by Richard S. Sutton and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-13 with Computers categories.
The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence. Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms. This second edition has been significantly expanded and updated, presenting new topics and updating coverage of other topics. Like the first edition, this second edition focuses on core online learning algorithms, with the more mathematical material set off in shaded boxes. Part I covers as much of reinforcement learning as possible without going beyond the tabular case for which exact solutions can be found. Many algorithms presented in this part are new to the second edition, including UCB, Expected Sarsa, and Double Learning. Part II extends these ideas to function approximation, with new sections on such topics as artificial neural networks and the Fourier basis, and offers expanded treatment of off-policy learning and policy-gradient methods. Part III has new chapters on reinforcement learning's relationships to psychology and neuroscience, as well as an updated case-studies chapter including AlphaGo and AlphaGo Zero, Atari game playing, and IBM Watson's wagering strategy. The final chapter discusses the future societal impacts of reinforcement learning.
Tv Guide
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Author :
language : en
Publisher:
Release Date : 1962
Tv Guide written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1962 with Television programs categories.
Confession
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Author : Sarah Forester Davis
language : en
Publisher:
Release Date : 2021-05-06
Confession written by Sarah Forester Davis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-06 with categories.
Are YOU ready to fall in love with Bodhi and Eva? Seventeen-year-old Bodhi Bishop knows three things for certain about his life. First, never ask his single, free-spirited mom any questions about his dad. Second, he met his soulmate when he was twelve. And third, he will forever walk around an empty shell of a person since losing his soulmate. Seventeen-year-old Eva Calloway knows three things for certain about her life. First, never disobey her callous, upper-class parents. Second, she met her soulmate when she was twelve. And third, she'll do whatever it takes to protect her soulmate even if that means she never sees him again. Bodhi Bishop and Eva Calloway, teenagers growing up in Flagler Beach, Florida, knew they were soulmates from an early age. An unfortunate accident forces them apart when they're fourteen, and they spend the next three years trying to navigate through life without each other, failing miserably. When a tragic event occurs, bringing them back together, they dive head first into their very own epic love story. Instantly, they find their relationship becomes intertwined with secrets of the past and perilous moments, making them both realize nothing in Flagler is ever how it seems. As each day goes by, they expose more lies and pieces of this chilling puzzle, questioning who they can trust and if they should indeed uncover the truth. Will they unearth these life changing secrets that both their families have kept hidden for so many years? Are they solving a mystery that needs to be solved? Or are they unnecessarily making themselves players in a dangerous game that will end up costing them both of their lives? "Make this book into a movie!" "I enjoyed this book so much that I finished it in just over 24 hours!" "This book had me hooked right from the start." "Absolutely loved falling in love with Bodhi and Eva." "I haven't read a good book in awhile, and I couldn't put this book down." Want to read more about Bodhi and Eva? Head over to Instagram. #BodhiandEva
Diet And Health
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Author : National Research Council
language : en
Publisher: National Academies Press
Release Date : 1989-01-01
Diet And Health written by National Research Council and has been published by National Academies Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989-01-01 with Medical categories.
Diet and Health examines the many complex issues concerning diet and its role in increasing or decreasing the risk of chronic disease. It proposes dietary recommendations for reducing the risk of the major diseases and causes of death today: atherosclerotic cardiovascular diseases (including heart attack and stroke), cancer, high blood pressure, obesity, osteoporosis, diabetes mellitus, liver disease, and dental caries.
Ant Colony Optimization
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Author : Marco Dorigo
language : en
Publisher: MIT Press
Release Date : 2004-06-04
Ant Colony Optimization written by Marco Dorigo and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-06-04 with Computers categories.
An overview of the rapidly growing field of ant colony optimization that describes theoretical findings, the major algorithms, and current applications. The complex social behaviors of ants have been much studied by science, and computer scientists are now finding that these behavior patterns can provide models for solving difficult combinatorial optimization problems. The attempt to develop algorithms inspired by one aspect of ant behavior, the ability to find what computer scientists would call shortest paths, has become the field of ant colony optimization (ACO), the most successful and widely recognized algorithmic technique based on ant behavior. This book presents an overview of this rapidly growing field, from its theoretical inception to practical applications, including descriptions of many available ACO algorithms and their uses. The book first describes the translation of observed ant behavior into working optimization algorithms. The ant colony metaheuristic is then introduced and viewed in the general context of combinatorial optimization. This is followed by a detailed description and guide to all major ACO algorithms and a report on current theoretical findings. The book surveys ACO applications now in use, including routing, assignment, scheduling, subset, machine learning, and bioinformatics problems. AntNet, an ACO algorithm designed for the network routing problem, is described in detail. The authors conclude by summarizing the progress in the field and outlining future research directions. Each chapter ends with bibliographic material, bullet points setting out important ideas covered in the chapter, and exercises. Ant Colony Optimization will be of interest to academic and industry researchers, graduate students, and practitioners who wish to learn how to implement ACO algorithms.
Chess Life
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Author :
language : en
Publisher:
Release Date : 1999
Chess Life written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Chess categories.
Cumulated Index Medicus
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Author :
language : en
Publisher:
Release Date : 1978
Cumulated Index Medicus written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1978 with Medicine categories.
Efficient Processing Of Deep Neural Networks
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Author : Vivienne Sze
language : en
Publisher: Springer Nature
Release Date : 2022-05-31
Efficient Processing Of Deep Neural Networks written by Vivienne Sze and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-31 with Technology & Engineering categories.
This book provides a structured treatment of the key principles and techniques for enabling efficient processing of deep neural networks (DNNs). DNNs are currently widely used for many artificial intelligence (AI) applications, including computer vision, speech recognition, and robotics. While DNNs deliver state-of-the-art accuracy on many AI tasks, it comes at the cost of high computational complexity. Therefore, techniques that enable efficient processing of deep neural networks to improve key metrics—such as energy-efficiency, throughput, and latency—without sacrificing accuracy or increasing hardware costs are critical to enabling the wide deployment of DNNs in AI systems. The book includes background on DNN processing; a description and taxonomy of hardware architectural approaches for designing DNN accelerators; key metrics for evaluating and comparing different designs; features of DNN processing that are amenable to hardware/algorithm co-design to improve energy efficiency and throughput; and opportunities for applying new technologies. Readers will find a structured introduction to the field as well as formalization and organization of key concepts from contemporary work that provide insights that may spark new ideas.
Cue
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Author :
language : en
Publisher:
Release Date : 1944
Cue written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1944 with New York (N.Y.) categories.
Marcus And Feldman S Osteoporosis
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Author : David W. Dempster
language : en
Publisher: Academic Press
Release Date : 2020-10-08
Marcus And Feldman S Osteoporosis written by David W. Dempster and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-08 with Science categories.
Marcus and Feldman's Osteoporosis, Fifth Edition, is the most comprehensive, authoritative reference on this disease. Led by a new editorial team, this fifth edition offers critical information on reproductive and hormonal risk factors, new therapeutics, ethnicity, nutrition, therapeutics, management and economics, comprising a tremendous wealth of knowledge in a single source not found elsewhere. Written by renowned experts in the field, this two-volume reference is a must-have for biomedical researchers, research clinicians, fellows, academic and medical libraries, and any company involved in osteoporosis drug research and development. Summarizes the latest research in bone biology and translational applications in a range of new therapeutic agents, including essential updates on therapeutic uses of calcium, vitamin D, SERMS, bisphosphonates, parathyroid hormone, and new therapeutic agents Recognizes the critical importance of new signaling pathways for bone health, including Wnt, OPG and RANK, of interest to both researchers who study bone biology and clinicians who treat osteoporosis Offers new insights into osteoporosis associated with menopause, pre-menopause, chronic kidney disease, diabetes, HIV and other immune disorders