Reinforcement
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The Nature Of Reinforcement
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Author : University of Pittsburgh. Learning Research and Development Center
language : en
Publisher:
Release Date : 1971
The Nature Of Reinforcement written by University of Pittsburgh. Learning Research and Development Center and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1971 with Psychology categories.
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.
Training Reinforcement
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Author : Anthonie Wurth
language : en
Publisher: John Wiley & Sons
Release Date : 2018-06-21
Training Reinforcement written by Anthonie Wurth and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-06-21 with Business & Economics categories.
A proven framework to fill the gap between "knowing" and "doing" Training Reinforcement offers expert guidance for more effective training outcomes. Last year, US companies spent over $165 Billion on training; while many training programs themselves provide valuable skills and concepts, even the best-designed programs are ineffective because the learned behaviors are not reinforced. Without reinforcement, learned information gets shuffled to the back of the mind in the "nice to know" file, never again to see the light of day. This book bridges the canyon between learning and doing by providing solid reinforcement strategies. Written by a former Olympic athlete and corporate training guru, this methodology works with human behavior rather than against it; you'll learn where traditional training methods fail, and how to fill those gaps with proven techniques that help training "stick." There's a difference between "telling" and "teaching," and that difference is reinforcement. Learned skills and behaviors cannot be truly effective until they are engrained, and they can only become engrained through use, encouragement, and measureable progress. This book provides a robust reinforcement framework that adds long-term value to any training program. Close the 5 Reinforcement Gaps and master the 3 Phases for results Create friction and direction while providing the perfect Push-Pull Follow the Reinforcement Flow to maintain consistency and effectiveness Create measureable behavior change by placing the participant central to the process Reinforcing training means more than simple repetition and reminders, and effective reinforcement requires a careful balance of independence and oversight. Training Reinforcement provides a ready-made blueprint with proven results, giving trainers and managers an invaluable resource for leading behavioral change.
Reinforcements
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Author : Heidi Grant
language : en
Publisher: Harvard Business Press
Release Date : 2018-06-12
Reinforcements written by Heidi Grant and has been published by Harvard Business Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-06-12 with Business & Economics categories.
Humans have a natural instinct to help others. Imagine walking up to a stranger on the subway and asking them for their seat. What about asking a random person on the street if you could borrow their phone? If the idea makes you squeamish, you're not alone--social psychologists have found that doing these very things makes most of us almost unbearably uncomfortable. But here's the funny thing: even though we hate to ask for help, most people are wired to be helpful. And that's a good thing, because every day in the modern, uber-collaborative workplace, we all need to know when and how to call in the cavalry. However, asking people for help isn't intuitive; in fact, a lot of our instincts are wrong. As a result, we do a poor job of calling in the reinforcements we need, leaving confused or even offended colleagues in our wake. This pragmatic book explains how to get it right. With humor, insight, and engaging storytelling, Heidi Grant, PhD, describes how to elicit helpful behavior from your friends, family, and colleagues--in a way that leaves them feeling genuinely happy to lend a hand. Whether you're a first-time manager or a seasoned leader, getting people to pitch in is what leadership is. Fortunately, people have a natural instinct to help other human beings; you just need to know how to channel this urge into what it is you specifically need them to do. It's not manipulation. It's just management.
Reinforcement And Behavior
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Author : Jack T. Tapp
language : en
Publisher: Academic Press
Release Date : 2013-09-11
Reinforcement And Behavior written by Jack T. Tapp and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-09-11 with Psychology categories.
Reinforcement and Behavior brings together research findings and views of a number of investigators on the principles of learning and reinforcement. Their work has challenged the more traditional interpretations of the nature of the reinforcement process. Within the book, the chapters are organized from a molar level of analysis to a molecular one, not only to reflect the diversity of strategies that are being brought to bear on the problem, but also to show that the research on the nature of reinforcement transcends lines of scientific disciplines and that many different levels of analysis contribute to our understanding of the phenomenon. The first and last chapters give historical perspective to the remainder of the book by reviewing the contributions of a number of individuals who have dealt with the problem in their own work and by pointing out some of the major issues on the molar level that are still unresolved. The remaining chapters can be roughly divided into two categories. One examines the consequences of rewards on behavior in order to specify the limits of their operations and the variables which predispose organisms to be responsive to the consequences of rewards. The other deals with the neural mechanisms which underlie reinforcement and learning.
Reinforcement Of Rubber
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Author : Shinzo Kohjiya
language : en
Publisher: Springer Nature
Release Date : 2020-04-01
Reinforcement Of Rubber written by Shinzo Kohjiya and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-01 with Technology & Engineering categories.
This book presents the most recent description of rubber reinforcement, focusing on the network-like structure formation of nanofiller in the rubber matrix under the presence of bound rubber. The resultant filler network is visualized by electron tomography applied to rubber. In the case of natural rubber, the self-reinforcement effect is uniquely functioning, and new template crystallization is suggested. Here, the crystallites are also believed to arrange themselves in a network-like manner. These results are of great use, particularly for engineers, in designing rubber reinforcement.
Deep Reinforcement Learning Hands On
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Author : Maxim Lapan
language : en
Publisher: Packt Publishing Ltd
Release Date : 2020-01-31
Deep Reinforcement Learning Hands On written by Maxim Lapan and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-31 with Computers categories.
New edition of the bestselling guide to deep reinforcement learning and how it's used to solve complex real-world problems. Revised and expanded to include multi-agent methods, discrete optimization, RL in robotics, advanced exploration techniques, and more Key Features Second edition of the bestselling introduction to deep reinforcement learning, expanded with six new chapters Learn advanced exploration techniques including noisy networks, pseudo-count, and network distillation methods Apply RL methods to cheap hardware robotics platforms Book Description Deep Reinforcement Learning Hands-On, Second Edition is an updated and expanded version of the bestselling guide to the very latest reinforcement learning (RL) tools and techniques. It provides you with an introduction to the fundamentals of RL, along with the hands-on ability to code intelligent learning agents to perform a range of practical tasks. With six new chapters devoted to a variety of up-to-the-minute developments in RL, including discrete optimization (solving the Rubik's Cube), multi-agent methods, Microsoft's TextWorld environment, advanced exploration techniques, and more, you will come away from this book with a deep understanding of the latest innovations in this emerging field. In addition, you will gain actionable insights into such topic areas as deep Q-networks, policy gradient methods, continuous control problems, and highly scalable, non-gradient methods. You will also discover how to build a real hardware robot trained with RL for less than $100 and solve the Pong environment in just 30 minutes of training using step-by-step code optimization. In short, Deep Reinforcement Learning Hands-On, Second Edition, is your companion to navigating the exciting complexities of RL as it helps you attain experience and knowledge through real-world examples. What you will learn Understand the deep learning context of RL and implement complex deep learning models Evaluate RL methods including cross-entropy, DQN, actor-critic, TRPO, PPO, DDPG, D4PG, and others Build a practical hardware robot trained with RL methods for less than $100 Discover Microsoft's TextWorld environment, which is an interactive fiction games platform Use discrete optimization in RL to solve a Rubik's Cube Teach your agent to play Connect 4 using AlphaGo Zero Explore the very latest deep RL research on topics including AI chatbots Discover advanced exploration techniques, including noisy networks and network distillation techniques Who this book is for Some fluency in Python is assumed. Sound understanding of the fundamentals of deep learning will be helpful. This book is an introduction to deep RL and requires no background in RL
Positive Reinforcement For Kids
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Author : C Patrick Cliver
language : en
Publisher:
Release Date : 2017-03-22
Positive Reinforcement For Kids written by C Patrick Cliver and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-03-22 with Parenting categories.
"Positive Reinforcement for Kids: A Basic Guide to Understanding and Practice" explains what positive reinforcement is and what the techniques are for using positive reinforcement in a way parents and caregivers can understand and use.Positive Reinforcement for Kids is written for everyday parents and caregivers who want to expand their parenting toolkit and options. Most books on the subject are written by academics and/or psychiatrists and tend to be technical, dry and not very user friendly. The audience for many of these books is other academics and other professionals schooled in child psychology. Positive Reinforcement for Kids explains the technical details in down to earth manner for parents and caregivers alike.Positive Reinforcement for Kids breaks down this barrier and explains what positive reinforcement is in great detail without being too technical or boring. It covers positive reinforcement, negative reinforcement, positive punishment, negative punishment and teaches you the difference between the four. Once you know you will be shocked to see how many "professionals" get them wrong. Once you thoroughly understand the difference between reinforcement and punishment, more complex subjects and techniques will be covered including extinction, satiation, shaping and chaining as well as schedules of reinforcement and how to use them to your advantage. Positive Reinforcement for Kids thoroughly covers reinforcers and helps you discover what will work best for your unique situation. Also covered are token economies and other techniques. You will learn how to use positive reinforcement with one child or a whole group of children, in various settings for children as young as toddlers and as old as teenagers. It will show you how to measure the effectiveness your program using objective metrics so you can make changes based on your child and your situation to ensure your success. Finally instead of hiding from criticisms of positive reinforcement it addresses them head on and helps you avoid some of the valid pitfalls some critics have pointed out.
New Horizons In Earth Reinforcement
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Author : Jun Otani
language : en
Publisher: CRC Press
Release Date : 2023-05-31
New Horizons In Earth Reinforcement written by Jun Otani and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-31 with Technology & Engineering categories.
Earth reinforcement techniques are used worldwide, providing dependable solutions to a wide range of geotechnical engineering problems.Well-established earth reinforcement technologies are regularly augmented by new materials, innovative construction techniques and advances in design and analysis. Furthermore, reinforced earth structures are increasingly seen as expedient and economical techniques in disaster situations, such as earthquakes, flooding or tsunamis. NEW HORIZONS in EARTH REINFORCEMENT contains contributions from the 5th International Symposium on Earth Reinforcement, Kyushu, Japan, 14-16 November 2007, and presents the very latest earth reinforcement techniques and design procedures. The volume showcases advances in materials and emerging applications, with special emphasis on disaster mitigation and geoenvironmental issues. The book will be invaluable to academics and professionals in geotechnical engineering.
Strength And Serviceability Criteria Reinforced Concrete Bridge Members
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Author : E. G. Paulet
language : en
Publisher:
Release Date : 1966
Strength And Serviceability Criteria Reinforced Concrete Bridge Members written by E. G. Paulet and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1966 with Concrete bridges categories.