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Download or read book Reinforcement Learning second edition written by Richard S. Sutton and published by MIT Press. This book was released on 2018-11-13 with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book The Railroad Telegrapher written by and published by . This book was released on 1918 with total page 906 pages. Available in PDF, EPUB and Kindle. Book excerpt:
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Download or read book CDL Study Guide Book written by CDL Test Prep Team and published by Test Prep Books. This book was released on 2016-03 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Test Prep Book's CDL Study Guide Book: Test Preparation & Training Manual for the Commercial Drivers License (CDL) Exam Developed by Test Prep Books for test takers trying to achieve a passing score on the CDL exam, this comprehensive study guide includes: -Quick Overview -Test-Taking Strategies -Introduction -Driving Safely -Transporting Cargo Safely -Transporting Passengers Safely -Air Brakes -Combination Vehicles -Doubles and Triples -Tank Vehicles -Hazardous Materials -School Buses -Pre-Trip Vehicle Inspection Test -Basic Vehicle Control Skills Test -On-Road Driving -Practice Questions -Detailed Answer Explanations Disclaimer: CDL(R) is a registered trademark of Commercial Drivers License, which was not involved in the production of, and does not endorse, this product. Each section of the test has a comprehensive review created by Test Prep Books that goes into detail to cover all of the content likely to appear on the CDL test. The Test Prep Books CDL practice test questions are each followed by detailed answer explanations. If you miss a question, it's important that you are able to understand the nature of your mistake and how to avoid making it again in the future. The answer explanations will help you to learn from your mistakes and overcome them. Understanding the latest test-taking strategies is essential to preparing you for what you will expect on the exam. A test taker has to not only understand the material that is being covered on the test, but also must be familiar with the strategies that are necessary to properly utilize the time provided and get through the test without making any avoidable errors. Test Prep Books has drilled down the top test-taking tips for you to know. Anyone planning to take this exam should take advantage of the CDL training review material, practice test questions, and test-taking strategies contained in this Test Prep Books study guide.
Download or read book Management Information Systems written by Kenneth C. Laudon and published by Pearson Educación. This book was released on 2004 with total page 618 pages. Available in PDF, EPUB and Kindle. Book excerpt: Management Information Systems provides comprehensive and integrative coverage of essential new technologies, information system applications, and their impact on business models and managerial decision-making in an exciting and interactive manner. The twelfth edition focuses on the major changes that have been made in information technology over the past two years, and includes new opening, closing, and Interactive Session cases.
Download or read book Mathematics and Computation written by Avi Wigderson and published by Princeton University Press. This book was released on 2019-10-29 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to computational complexity theory, its connections and interactions with mathematics, and its central role in the natural and social sciences, technology, and philosophy Mathematics and Computation provides a broad, conceptual overview of computational complexity theory—the mathematical study of efficient computation. With important practical applications to computer science and industry, computational complexity theory has evolved into a highly interdisciplinary field, with strong links to most mathematical areas and to a growing number of scientific endeavors. Avi Wigderson takes a sweeping survey of complexity theory, emphasizing the field’s insights and challenges. He explains the ideas and motivations leading to key models, notions, and results. In particular, he looks at algorithms and complexity, computations and proofs, randomness and interaction, quantum and arithmetic computation, and cryptography and learning, all as parts of a cohesive whole with numerous cross-influences. Wigderson illustrates the immense breadth of the field, its beauty and richness, and its diverse and growing interactions with other areas of mathematics. He ends with a comprehensive look at the theory of computation, its methodology and aspirations, and the unique and fundamental ways in which it has shaped and will further shape science, technology, and society. For further reading, an extensive bibliography is provided for all topics covered. Mathematics and Computation is useful for undergraduate and graduate students in mathematics, computer science, and related fields, as well as researchers and teachers in these fields. Many parts require little background, and serve as an invitation to newcomers seeking an introduction to the theory of computation. Comprehensive coverage of computational complexity theory, and beyond High-level, intuitive exposition, which brings conceptual clarity to this central and dynamic scientific discipline Historical accounts of the evolution and motivations of central concepts and models A broad view of the theory of computation's influence on science, technology, and society Extensive bibliography
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Download or read book Proving the Value of Soft Skills written by Patricia Pulliam Phillips and published by Association for Talent Development. This book was released on 2020-08-04 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Step-by-Step Guide to Showing the Value of Soft Skill Programs As organizations rise to meet the challenges of technological innovation, globalization, changing customer needs and perspectives, demographic shifts, and new work arrangements, their mastery of soft skills will likely be the defining difference between thriving and merely surviving. Yet few executives champion the expenditure of resources to develop these critical skills. Why is that and what can be done to change this thinking? For years, managers convinced executives that soft skills could not be measured and that the value of these programs should be taken on faith. Executives no longer buy that argument but demand the same financial impact and accountability from these functions as they do from all other areas of the organization. In Proving the Value of Soft Skills, measurement and evaluation experts Patti Phillips, Jack Phillips, and Rebecca Ray contend that efforts can and should be made to demonstrate the effect of soft skills. They also claim that a proven methodology exists to help practitioners articulate those effects so that stakeholders’ hearts and minds are shifted toward securing support for future efforts. This book reveals how to use the ROI Methodology to clearly show the impact and ROI of soft skills programs. The authors guide readers through an easy-to-apply process that includes: business alignment design evaluation data collection isolation of the program effects cost capture ROI calculations results communication. Use this book to align your programs with organizational strategy, justify or enhance budgets, and build productive business partnerships. Included are job aids, sample plans, and detailed case studies.
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