The Art Of Reinforcement
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The Art Of Reinforcement Learning
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Author : Michael Hu
language : en
Publisher: Apress
Release Date : 2023-08-24
The Art Of Reinforcement Learning written by Michael Hu and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-24 with Computers categories.
Unlock the full potential of reinforcement learning (RL), a crucial subfield of Artificial Intelligence, with this comprehensive guide. This book provides a deep dive into RL's core concepts, mathematics, and practical algorithms, helping you to develop a thorough understanding of this cutting-edge technology. 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). This book also delves into advanced topics, including distributed reinforcement learning, curiosity-driven exploration, and the famous AlphaZero algorithm, providing readers with a detailed account of these cutting-edge techniques. With a focus on explaining algorithms and the intuition behind them, The Art of Reinforcement Learning includes practical source code examples that you can use to implement RL algorithms. Upon completing this book, you will have a deep understanding of the concepts, mathematics, and algorithms behind reinforcement learning, making it an essential resource for AI practitioners, researchers, and students. What You Will Learn Grasp fundamental concepts and distinguishing features of reinforcement learning, including how it differs from other AI and non-interactive machine learning approaches Model problems as Markov decision processes, and how to evaluate and optimize policies using dynamic programming, Monte Carlo methods, and temporal difference learning Utilize techniques for approximating value functions and policies, including linear and nonlinear value function approximation and policy gradient methods Understand the architecture and advantages of distributed reinforcement learning Master the concept of curiosity-driven exploration and how it can be leveraged to improve reinforcement learning agents Explore the AlphaZero algorithm and how it was able to beat professional Go players Who This Book Is For Machine learning engineers, data scientists, software engineers, and developers who want to incorporate reinforcement learning algorithms into their projects and applications.
Reinforcement Learning
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Author : Marco Wiering
language : en
Publisher: Springer
Release Date : 2012-03-14
Reinforcement Learning written by Marco Wiering and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-03-14 with Computers categories.
Reinforcement learning encompasses both a science of adaptive behavior of rational beings in uncertain environments and a computational methodology for finding optimal behaviors for challenging problems in control, optimization and adaptive behavior of intelligent agents. As a field, reinforcement learning has progressed tremendously in the past decade. The main goal of this book is to present an up-to-date series of survey articles on the main contemporary sub-fields of reinforcement learning. This includes surveys on partially observable environments, hierarchical task decompositions, relational knowledge representation and predictive state representations. Furthermore, topics such as transfer, evolutionary methods and continuous spaces in reinforcement learning are surveyed. In addition, several chapters review reinforcement learning methods in robotics, in games, and in computational neuroscience. In total seventeen different subfields are presented by mostly young experts in those areas, and together they truly represent a state-of-the-art of current reinforcement learning research. Marco Wiering works at the artificial intelligence department of the University of Groningen in the Netherlands. He has published extensively on various reinforcement learning topics. Martijn van Otterlo works in the cognitive artificial intelligence group at the Radboud University Nijmegen in The Netherlands. He has mainly focused on expressive knowledge representation in reinforcement learning settings.
The Art Of Structures
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Author : Aurelio Muttoni
language : en
Publisher: EPFL Press
Release Date : 2011-01-01
The Art Of Structures written by Aurelio Muttoni and has been published by EPFL Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-01-01 with Technology & Engineering categories.
This book describes the complete panorama of supporting structures and their function by describing how loads are sustained and transmitted to the ground. With a minimum of mathematics, the reader is guided through the analysis of some of the world's most famous designs and structures from a civil-engineering perspective. An intuitive approach is taken - the basics of equilibrium analysis are explained by visualizing the internal forces of specific structures with the aid of simple graphical tools. Ideal for anyone who needs an intuitive and practical approach to the design and appropriate sizing of load-bearing structures.
The Art Of Manipulation Super Series
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Author : John Mentory
language : en
Publisher: Make Profits Easy LLC
Release Date : 2023-11-05
The Art Of Manipulation Super Series written by John Mentory and has been published by Make Profits Easy LLC this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-05 with Psychology categories.
Venture into the shadowy realms of influence and control with "The Art of Manipulation Super Series," a powerful compilation that unites five riveting books into one definitive collection. This series is designed to unveil the subtle arts of emotional and psychological manipulation, equipping you with the knowledge to wield or withstand these tactics in your daily life. "Covert Emotional Manipulation Exposed!" by John Mentory reveals the unseen methods manipulators use to seize control over your feelings, decision-making, and self-esteem. This book is your shield and strategy guide against those who operate from the shadows to pull your strings. In "The Art of Manipulation" by Omar Johnson, discover how manipulation can be both a tool and a weapon. Learn the nuances of steering others towards your desired outcomes or identifying when such techniques are being used against you. "Why Women Manipulate Men" by Charlize Venter delves into the historical and psychological underpinnings of manipulation in the dynamic between men and women. This book seeks to answer the probing question of why manipulation has become a prevalent strategy among women through the ages and how it shapes relationships today. Janice Presser's "Controlling and Manipulative Men" uncovers the traits of men who control and manipulate, guiding you through the signs, responses, and escape strategies to deal with such individuals in your life. Lastly, "Defeat Manipulation 101" by HT Wyatt is your ultimate handbook for fortifying yourself against the psychological onslaught of manipulators. Claim your right to a life of dignity, respect, and autonomy. Spanning across various perspectives and scenarios, "The Art of Manipulation Super Series" presents an in-depth exploration and a wide array of defensive tactics. Whether you're seeking to reclaim your power or simply understand the psychological games that pervade human interactions, this super series is your key to unlocking a more empowered and manipulation-aware existence.
The Equestrian S Odyssey Journey Through The Art Of Dressage
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-07-26
The Equestrian S Odyssey Journey Through The Art Of Dressage written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-26 with Sports & Recreation categories.
The Equestrian's Odyssey: Journey Through the Art of Dressage embarks on an equestrian odyssey, unveiling the secrets of dressage and guiding riders of all levels through the intricacies of this elegant art form. Pasquale De Marco takes readers on a journey that begins with understanding the psychology of horses and the art of effective communication, laying the foundation for a harmonious partnership between rider and mount. The book delves into the history of dressage, exploring its origins and evolution, while also providing practical insights into selecting the right horse, equipment, and training methods. With comprehensive coverage of fundamental principles and advanced techniques, The Equestrian's Odyssey: Journey Through the Art of Dressage offers a wealth of knowledge for riders seeking to refine their skills. The book covers essential topics such as tack and equipment, grooming and care, and the importance of a balanced diet and regular exercise. It also provides detailed guidance on tacking up, mounting, and riding the horse, addressing common challenges and offering solutions. Beyond the technical aspects of dressage, Pasquale De Marco emphasizes the importance of patience, dedication, and horsemanship as an art form. The book celebrates the profound bond between horse and rider, highlighting the shared moments of connection and the transformative power of this equestrian pursuit. Whether you are a seasoned dressage rider seeking to elevate your skills or a newcomer eager to explore this fascinating discipline, The Equestrian's Odyssey: Journey Through the Art of Dressage is your trusted companion. Its comprehensive approach, engaging writing style, and insightful anecdotes make it an invaluable resource for riders of all levels. Join Pasquale De Marco on this equestrian odyssey and discover the beauty, grace, and elegance of dressage, a journey that will deepen your connection with your horse and enrich your riding experience. If you like this book, write a review!
The Art And Craft Of Horsemanship
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date :
The Art And Craft Of Horsemanship written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on with Sports & Recreation categories.
**The Art and Craft of Horsemanship** is the definitive guide to horsemanship, covering everything from the basics of horse care and training to advanced riding techniques and horse shows. Whether you are a complete beginner or an experienced rider, you will find valuable information and insights in this book. In this comprehensive guide, you will learn: - The basics of horsemanship, including understanding horse behavior, grooming and care, feeding and nutrition, basic training techniques, and safety around horses. - The fundamentals of riding, including mounting and dismounting, basic riding positions, steering and control, stopping and starting, and transitions. - Advanced riding techniques, such as jumping, dressage, cross-country, western riding, and endurance riding. - Horse training, including positive reinforcement, negative reinforcement, shaping and clicker training, troubleshooting common problems, and advanced training techniques. - Horse care and management, including hoof care, dental care, vaccinations and deworming, stable management, and pasture management. - Horse health, including common horse diseases, emergency care, first aid for horses, preventative health measures, and signs of illness. - Horse breeds, including warmbloods, thoroughbreds, quarter horses, arabians, and draft horses. - Horse shows and competitions, including dressage shows, jumping shows, cross-country competitions, western shows, and endurance competitions. - The horse-human bond, including the benefits of horseback riding, therapeutic horsemanship, horses in history, the future of horsemanship, and the role of horses in society. - The art of horsemanship, including the importance of patience, the value of experience, the pursuit of excellence, the legacy of great horsemen and horsewomen, and the future of horsemanship. With contributions from experienced horsemen and horsewomen, **The Art and Craft of Horsemanship** is the ultimate resource for anyone who wants to learn more about horses and horsemanship. Whether you are just starting out or you are an experienced rider, this book will help you improve your skills and deepen your bond with horses. If you like this book, write a review!
Mastering The Art Of Teaching
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Author : Sreekumar V T
language : en
Publisher: SREEKUMAR V T
Release Date : 2025-01-10
Mastering The Art Of Teaching written by Sreekumar V T and has been published by SREEKUMAR V T this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-10 with Antiques & Collectibles categories.
Structural Concrete Under Seismic Actions Vol 1 State Of The Art Reports Aicap Ceb Symposium
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Author : FIB – International Federation for Structural Concrete
language : en
Publisher: FIB - International Federation for Structural Concrete
Release Date : 1979-04-01
Structural Concrete Under Seismic Actions Vol 1 State Of The Art Reports Aicap Ceb Symposium written by FIB – International Federation for Structural Concrete and has been published by FIB - International Federation for Structural Concrete this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979-04-01 with Technology & Engineering categories.
The Art And Science Of Valuing In Psychotherapy
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Author : JoAnne Dahl
language : en
Publisher: New Harbinger Publications
Release Date : 2009-07-01
The Art And Science Of Valuing In Psychotherapy written by JoAnne Dahl and has been published by New Harbinger Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-07-01 with Psychology categories.
Valuing is central to acceptance and commitment therapy (ACT), yet few therapists truly understand how to engage clients in this complex process. Questions such as What is the purpose of my life? and How do I make decisions? are difficult to answer honestly for ourselves, let alone share with another person. The Art and Science of Valuing in Psychotherapy is the mental health practitioner's complete guide to helping clients identify their values and apply them to their lives in practical ways. You will also learn to establish your own values as a professional, which may shift from client to client, and act in accordance with these values in therapy. The book provides you with practical tools for conducting values work, including easy-to-understand metaphors, defusion exercises, guided imagery exercises, scripts for role play, client worksheets, assessment quizzes, and more. Once you've mastered the art and science of valuing, you'll find out just how broad the applications for values work can be for conceptualization and interventions in the workplace, in organizations, and on the community level, and discover how effective values work can be for tapping into your clients' capacity for change. [The Art and Science of Valuing in Psychotherapy] will illuminate how a focus on values can inform every aspect of psychotherapy, from case conceptualization to the therapeutic relationship. At once accessible and profound… highly recommended. -Steven C. Hayes, Ph.D., University of Nevada Foundation Professor of Psychology at the University of Nevada, Reno
The Art And Science Of Teaching
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Author : Robert J. Marzano
language : en
Publisher: ASCD
Release Date : 2007
The Art And Science Of Teaching written by Robert J. Marzano and has been published by ASCD this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Education categories.
The popular author of Classroom Instruction That Works discusses 10 questions that can help teachers sharpen their craft and do what really works for the particular students in their classroom.