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Beginning with an overview of fundamental concepts such as Markov decision processes, dynamic programming, Monte Carlo methods, and temporal difference learning, this book uses clear and concise examples to explain the basics of RL theory. The following section covers value function approximation, a critical technique in RL, and explores various policy approximations such as policy gradient methods and advanced algorithms like Proximal Policy Optimization (PPO).  Free Download The Art of Randomness: Randomized Algorithms in the Real World by Ronald T. Kneusel English | March 5, 2024 | ISBN: 1718503245 | 400 pages | MOBI | 14 Mb Harness the power of randomness (and Python code) to solve real-world problems in fun, hands-on experiments-from simulating evolution to encrypting messages to making machine-learning algorithms!  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It features many revealing anecdotes, encompassing both the daily and overarching career-related challenges that a producer faces. Burgess addresses the changes in the nature of music production brought about by technology and, in particular, the millennial shift that has occurred with digital recording and distribution. His lifelong experience in the recording industry as a studio musician, artist, composer, producer, manager, and marketer, combined with his extensive academic research in the field, brings a unique breadth and depth of understanding to the topic.  Free Download The Art of Manufacturing: Overcome control challenges for increasing efficiency in manufacturing using real-world examples by Ninad Deshpande, Sivaram Pothukuchi English | February 10, 2023 | ISBN: 1804619450 | 180 pages | EPUB | 6.38 Mb Demystify automation and solve control-related problems with the help of real-world products and case studies put together by two industrial automation experts  Free Download Reverend Stephanie Wild, "The Art of Forgiveness: How to Get Past It Without Letting Anyone Off the Hook" English | ISBN: 1683507657 | 2018 | 124 pages | EPUB | 2 MB A step-by-step guide to getting past childhood abuse without letting anyone off the hook.  Free Download The Art of Fantasy: A Visual Sourcebook of All That is Unreal (Art in the Margins) by S. Elizabeth English | September 12, 2023 | ISBN: 0711279950 | 240 pages | MOBI | 35 Mb This beautiful, fully illustrated book presents a compendium of artworks throughout history which have been inspired by myth, fantasy and the unreal.  Free Download The Art of AI Product Development (MEAP V02) English | 2024 | ISBN: 9781633437050 | 169 Pages | PDF EPUB | 8 MB The Art of AI Product Development teaches you how to successfully integrate AI into your software products. Written for product managers, team leads, and anyone responsible for the success of a software product or service, this practical book introduces Generative AI, AI-assisted data analytics, intelligent process automation, and more. You'll love the examples from across many industries that illustrate the power and versatility of AI-powered solutions.  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Free Download David Fenner, "The Art and Philosophy of the Garden" English | ISBN: 0197753590 | 2024 | 392 pages | EPUB | 15 MB The Art and Philosophy of the Garden offers the first authoritative and comprehensive philosophical discussion of the aesthetics of gardens. Philosopher David Fenner and horticulturist Ethan Fenner address such questions as: what is a garden? Are some gardens works of art? What does it mean to appreciate gardens aesthetically? Given that gardens are always changing in a variety of ways, how is it possible to compare, evaluate, or find meaning in them? How can we interpret gardens? How do we value gardens and gardening? While grounded in Western thought, Fenner and Fenner bring to bear global ideas and examples of gardens and gardening techniques. |
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