Download or read book Optimal Learning written by Warren B. Powell and published by John Wiley & Sons. This book was released on 2013-07-09 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn the science of collecting information to make effective decisions Everyday decisions are made without the benefit of accurate information. Optimal Learning develops the needed principles for gathering information to make decisions, especially when collecting information is time-consuming and expensive. Designed for readers with an elementary background in probability and statistics, the book presents effective and practical policies illustrated in a wide range of applications, from energy, homeland security, and transportation to engineering, health, and business. This book covers the fundamental dimensions of a learning problem and presents a simple method for testing and comparing policies for learning. Special attention is given to the knowledge gradient policy and its use with a wide range of belief models, including lookup table and parametric and for online and offline problems. Three sections develop ideas with increasing levels of sophistication: Fundamentals explores fundamental topics, including adaptive learning, ranking and selection, the knowledge gradient, and bandit problems Extensions and Applications features coverage of linear belief models, subset selection models, scalar function optimization, optimal bidding, and stopping problems Advanced Topics explores complex methods including simulation optimization, active learning in mathematical programming, and optimal continuous measurements Each chapter identifies a specific learning problem, presents the related, practical algorithms for implementation, and concludes with numerous exercises. A related website features additional applications and downloadable software, including MATLAB and the Optimal Learning Calculator, a spreadsheet-based package that provides an introduction to learning and a variety of policies for learning.
Download or read book Optimal Learning Environments to Promote Student Engagement written by David J. Shernoff and published by Springer Science & Business Media. This book was released on 2013-05-29 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: Optimal Learning Environments to Promote Student Engagement analyzes the psychological, social, and academic phenomena comprising engagement, framing it as critical to learning and development. Drawing on positive psychology, flow studies, and theories of motivation, the book conceptualizes engagement as a learning experience, explaining how it occurs (or not) and how schools can adapt to maximize it among adolescents. Examples of empirically supported environments promoting engagement are provided, representing alternative high schools, Montessori schools, and extracurricular programs. The book identifies key innovations including community-school partnerships, technology-supported learning, and the potential for engaging learning opportunities during an expanded school day. Among the topics covered: Engagement as a primary framework for understanding educational and motivational outcomes. Measuring the malleability, complexity, multidimensionality, and sources of engagement. The relationship between engagement and achievement. Supporting and challenging: the instructor’s role in promoting engagement. Engagement within and beyond core academic subjects. Technological innovations on the engagement horizon. Optimal Learning Environments to Promote Student Engagement is an essential resource for researchers, professionals, and graduate students in child and school psychology; social work; educational psychology; positive psychology; family studies; and teaching/teacher education.
Download or read book The Art of Learning written by Josh Waitzkin and published by Simon and Schuster. This book was released on 2008-05-27 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: An eight-time national chess champion and world champion martial artist shares the lessons he has learned from two very different competitive arenas, identifying key principles about learning and performance that readers can apply to their life goals. Reprint. 35,000 first printing.
Download or read book Learning How to Learn written by Barbara Oakley, PhD and published by Penguin. This book was released on 2018-08-07 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: A surprisingly simple way for students to master any subject--based on one of the world's most popular online courses and the bestselling book A Mind for Numbers A Mind for Numbers and its wildly popular online companion course "Learning How to Learn" have empowered more than two million learners of all ages from around the world to master subjects that they once struggled with. Fans often wish they'd discovered these learning strategies earlier and ask how they can help their kids master these skills as well. Now in this new book for kids and teens, the authors reveal how to make the most of time spent studying. We all have the tools to learn what might not seem to come naturally to us at first--the secret is to understand how the brain works so we can unlock its power. This book explains: Why sometimes letting your mind wander is an important part of the learning process How to avoid "rut think" in order to think outside the box Why having a poor memory can be a good thing The value of metaphors in developing understanding A simple, yet powerful, way to stop procrastinating Filled with illustrations, application questions, and exercises, this book makes learning easy and fun.
Download or read book Reinforcement Learning for Optimal Feedback Control written by Rushikesh Kamalapurkar and published by Springer. This book was released on 2018-05-10 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reinforcement Learning for Optimal Feedback Control develops model-based and data-driven reinforcement learning methods for solving optimal control problems in nonlinear deterministic dynamical systems. In order to achieve learning under uncertainty, data-driven methods for identifying system models in real-time are also developed. The book illustrates the advantages gained from the use of a model and the use of previous experience in the form of recorded data through simulations and experiments. The book’s focus on deterministic systems allows for an in-depth Lyapunov-based analysis of the performance of the methods described during the learning phase and during execution. To yield an approximate optimal controller, the authors focus on theories and methods that fall under the umbrella of actor–critic methods for machine learning. They concentrate on establishing stability during the learning phase and the execution phase, and adaptive model-based and data-driven reinforcement learning, to assist readers in the learning process, which typically relies on instantaneous input-output measurements. This monograph provides academic researchers with backgrounds in diverse disciplines from aerospace engineering to computer science, who are interested in optimal reinforcement learning functional analysis and functional approximation theory, with a good introduction to the use of model-based methods. The thorough treatment of an advanced treatment to control will also interest practitioners working in the chemical-process and power-supply industry.
Download or read book Optimal Parenting written by Ba Luvmour and published by Sentient Publications. This book was released on 2006 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book instructs parents in how to create well-being in all stages of their children's lives. Combining compelling insights with practical applications based on 25 years of experience, Natural Learning Rhythms is poised to be the parenting style for cultural creatives.
Download or read book Reinforcement Learning and Optimal Control written by Dimitri P. Bertsekas and published by . This book was released on 2020 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Optimal Learning and Experimentation in Export Promotion Policies written by Mikhail M. Klimenko and published by . This book was released on 1999 with total page 68 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Building Thinking Classrooms in Mathematics Grades K 12 written by Peter Liljedahl and published by Corwin Press. This book was released on 2020-09-28 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: A thinking student is an engaged student Teachers often find it difficult to implement lessons that help students go beyond rote memorization and repetitive calculations. In fact, institutional norms and habits that permeate all classrooms can actually be enabling "non-thinking" student behavior. Sparked by observing teachers struggle to implement rich mathematics tasks to engage students in deep thinking, Peter Liljedahl has translated his 15 years of research into this practical guide on how to move toward a thinking classroom. Building Thinking Classrooms in Mathematics, Grades K–12 helps teachers implement 14 optimal practices for thinking that create an ideal setting for deep mathematics learning to occur. This guide Provides the what, why, and how of each practice and answers teachers’ most frequently asked questions Includes firsthand accounts of how these practices foster thinking through teacher and student interviews and student work samples Offers a plethora of macro moves, micro moves, and rich tasks to get started Organizes the 14 practices into four toolkits that can be implemented in order and built on throughout the year When combined, these unique research-based practices create the optimal conditions for learner-centered, student-owned deep mathematical thinking and learning, and have the power to transform mathematics classrooms like never before.
Download or read book Development of Professional Expertise written by K. Anders Ericsson and published by Cambridge University Press. This book was released on 2009-06-22 with total page 571 pages. Available in PDF, EPUB and Kindle. Book excerpt: Professionals such as medical doctors, aeroplane pilots, lawyers, and technical specialists find that some of their peers have reached high levels of achievement that are difficult to measure objectively. In order to understand to what extent it is possible to learn from these expert performers for the purpose of helping others improve their performance, we first need to reproduce and measure this performance. This book is designed to provide the first comprehensive overview of research on the acquisition and training of professional performance as measured by objective methods rather than by subjective ratings by supervisors. In this collection of articles, the world's foremost experts discuss methods for assessing the experts' knowledge and review our knowledge on how we can measure professional performance and design training environments that permit beginning and experienced professionals to develop and maintain their high levels of performance, using examples from a wide range of professional domains.
Download or read book Optimal Adaptive Control and Differential Games by Reinforcement Learning Principles written by Draguna L. Vrabie and published by IET. This book was released on 2013 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book reviews developments in the following fields: optimal adaptive control; online differential games; reinforcement learning principles; and dynamic feedback control systems.
Download or read book Optimal Living 360 written by Sanjay Jain and published by Greenleaf Book Group. This book was released on 2014-02-03 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: A program for making the most out of the present and future. The biggest challenge is figuring out how to make decisions that improve your overall quality of life. Dr. Sanjay Jain introduces Integrative Decision Making, an approach that focuses on the big picture and teaches you how to make decisions to receive the highest return on investment in life.
Download or read book Optimal Outcomes written by Jennifer Goldman-Wetzler and published by HarperCollins. This book was released on 2020-02-25 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: An award-winning conflict consultant offers a new path to take when agreement and collaboration seem impossible, and teaches us that when conflict resolution fails, we can achieve freedom instead—even without others’ cooperation. A founding CEO and his top salesperson are engaged in a heated clash over her compensation package. A mother and daughter are locked in a nasty cycle of blame and attack. A high-profile executive team is struggling with aggressive political infighting. In all these cases, every effort to talk it out has been unsuccessful. Where can you turn when your attempts to resolve conflict fail? Most approaches emphasize collaboration. You are supposed to sit down, calmly talk through your differences, and find a solution. But what if nothing seems to work, no matter what you do? When situations resist resolution, the Optimal Outcomes Method teaches us conflict freedom. This innovative method, based on Dr. Jennifer Goldman-Wetzler’s training at the Program on Negotiation at Harvard Law School, two decades as a consultant to Fortune 500 and high-growth CEOs and senior teams, grassroots work with Middle East leaders, US government-funded research on terrorism, and her popular course at Columbia University,Optimal Outcomesreveals eight groundbreaking practices proven to help people everywhere free themselves from conflict. With inspiring stories from clients, students, and Dr. Goldman-Wetzler’s own life lighting the way, you’ll learn to observe complex situations with clarity, access your shadow values (things you really care about but have been unwilling to admit), and take bold, simple, surprising action. Optimal Outcomes blends mindfulness, Jungianpsychology, and practical, step-by-step advice to free anyone from seemingly impossible conflict. Applying the practices, you’ll reach your Optimal Outcome—which may be vastly different from what you originally imagined, but more satisfying than you ever dreamed possible.
Download or read book Computational Optimal Transport written by Gabriel Peyre and published by Foundations and Trends(r) in M. This book was released on 2019-02-12 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of Optimal Transport (OT) is to define geometric tools that are useful to compare probability distributions. Their use dates back to 1781. Recent years have witnessed a new revolution in the spread of OT, thanks to the emergence of approximate solvers that can scale to sizes and dimensions that are relevant to data sciences. Thanks to this newfound scalability, OT is being increasingly used to unlock various problems in imaging sciences (such as color or texture processing), computer vision and graphics (for shape manipulation) or machine learning (for regression, classification and density fitting). This monograph reviews OT with a bias toward numerical methods and their applications in data sciences, and sheds lights on the theoretical properties of OT that make it particularly useful for some of these applications. Computational Optimal Transport presents an overview of the main theoretical insights that support the practical effectiveness of OT before explaining how to turn these insights into fast computational schemes. Written for readers at all levels, the authors provide descriptions of foundational theory at two-levels. Generally accessible to all readers, more advanced readers can read the specially identified more general mathematical expositions of optimal transport tailored for discrete measures. Furthermore, several chapters deal with the interplay between continuous and discrete measures, and are thus targeting a more mathematically-inclined audience. This monograph will be a valuable reference for researchers and students wishing to get a thorough understanding of Computational Optimal Transport, a mathematical gem at the interface of probability, analysis and optimization.
Download or read book Optimal Control Theory written by Donald E. Kirk and published by Courier Corporation. This book was released on 2012-04-26 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: Upper-level undergraduate text introduces aspects of optimal control theory: dynamic programming, Pontryagin's minimum principle, and numerical techniques for trajectory optimization. Numerous figures, tables. Solution guide available upon request. 1970 edition.
Download or read book Motivation for Learning and Performance written by Bobby Hoffman and published by Academic Press. This book was released on 2015-06-20 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designed for educators, researchers, practitioners, or anyone interested in maximizing human potential, Motivation for Learning and Performance outlines 50 key motivation principles based on the latest scientific evidence from the disciplines of psychology, education, business, athletics, and neurology. Using a highly applied and conversational style, the book is designed to inform the reader about how to diagnosis, analyze, and mediate learning and performance challenges influenced by motivation. The book features chapters on the biopsychology of motivation, how motivation changes across the lifespan, and the important influence of culture on motivated behavior. Three chapters are devoted to practical strategies and the implementation of motivational change. Special sections are included on enhancing motivation at work, in the classroom, in competitive environments, and during online education. Hoffman employs the innovative approach of using his interviews with "real" people including many notable personalities across diverse cultures and disciplines to illustrate motivated behavior. For example, readers will learn what motivated the colossal investment fraud masterminded by Bernie Madoff, the intimate thoughts of former NFL superstar Nick Lowery when he missed a field goal, and the joys and tribulations of Emmy-nominated "Curb your Enthusiasm" actress Cheryl Hines. The book provides a practical, applied, and multi-disciplinary resource for anyone interested in motivation and performance, but especially for university students at the graduate or undergraduate level studying education, psychology, business, leadership, hospitality, sports management, or military science. Additionally, the writing style and eclectic nature of the text will appeal to readers of non-fiction who can use the book to gain self-awareness to enhance performance of themselves or others. - Considers motivation for both learning and performance - Identifies 50 foundational principles relating to motivation - Provides research evidence supporting the foundational principles - Includes interviews from famous individuals, identifying what motivated them and why - Includes research from psychology, education, neuroscience, business, and sports
Download or read book Education in Anesthesia written by Edwin A. Bowe and published by Cambridge University Press. This book was released on 2018-04-19 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: Become a better educator in anesthesia, understanding and implementing best practices and evidence-based principles in a range of settings.
