Learning To Perform
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Learning To Play
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Author : Aske Plaat
language : en
Publisher: Springer Nature
Release Date : 2020-11-21
Learning To Play written by Aske Plaat and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-21 with Computers categories.
In this textbook the author takes as inspiration recent breakthroughs in game playing to explain how and why deep reinforcement learning works. In particular he shows why two-person games of tactics and strategy fascinate scientists, programmers, and game enthusiasts and unite them in a common goal: to create artificial intelligence (AI). After an introduction to the core concepts, environment, and communities of intelligence and games, the book is organized into chapters on reinforcement learning, heuristic planning, adaptive sampling, function approximation, and self-play. The author takes a hands-on approach throughout, with Python code examples and exercises that help the reader understand how AI learns to play. He also supports the main text with detailed pointers to online machine learning frameworks, technical details for AlphaGo, notes on how to play and program Go and chess, and a comprehensive bibliography. The content is class-tested and suitable for advanced undergraduate and graduate courses on artificial intelligence and games. It's also appropriate for self-study by professionals engaged with applications of machine learning and with games development. Finally it's valuable for any reader engaged with the philosophical implications of artificial and general intelligence, games represent a modern Turing test of the power and limitations of AI.
Machine Learning
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Author : Tom M. Mitchell
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Machine Learning written by Tom M. Mitchell and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.
One of the currently most active research areas within Artificial Intelligence is the field of Machine Learning. which involves the study and development of computational models of learning processes. A major goal of research in this field is to build computers capable of improving their performance with practice and of acquiring knowledge on their own. The intent of this book is to provide a snapshot of this field through a broad. representative set of easily assimilated short papers. As such. this book is intended to complement the two volumes of Machine Learning: An Artificial Intelligence Approach (Morgan-Kaufman Publishers). which provide a smaller number of in-depth research papers. Each of the 77 papers in the present book summarizes a current research effort. and provides references to longer expositions appearing elsewhere. These papers cover a broad range of topics. including research on analogy. conceptual clustering. explanation-based generalization. incremental learning. inductive inference. learning apprentice systems. machine discovery. theoretical models of learning. and applications of machine learning methods. A subject index IS provided to assist in locating research related to specific topics. The majority of these papers were collected from the participants at the Third International Machine Learning Workshop. held June 24-26. 1985 at Skytop Lodge. Skytop. Pennsylvania. While the list of research projects covered is not exhaustive. we believe that it provides a representative sampling of the best ongoing work in the field. and a unique perspective on where the field is and where it is headed.
Role Play
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Author : Judith Harries
language : en
Publisher: Andrews UK Limited
Release Date : 2012-07-19
Role Play written by Judith Harries and has been published by Andrews UK Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-07-19 with Education categories.
Role Play underpins all development and learning in young children. Practice Guidance for the Early Years Foundation Stage (2008, page 7). Learning through play is at the heart of the EYFS, and this series aims to give the practitioner as many play ideas as possible to support children's learning.
The Learning Power Approach
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Author : Guy Claxton
language : en
Publisher: Crown House Publishing Ltd
Release Date : 2018-01-26
The Learning Power Approach written by Guy Claxton and has been published by Crown House Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-01-26 with Education categories.
In The Learning Power Approach: Teaching learners to teach themselves Guy Claxton sets out the design principles of a pedagogical formula that aims to strengthen students' learning muscles and develop their independence, initiative, determination, and love of learning. Foreword by Carol S. Dweck. Learning is learnable! Educators can explicitly teach not just content, knowledge, and skills, but also the positive habits of mind that will better prepare students to flourish both in school and in later life. And as 'traditionalists' fight for rigour and knowledge, and 'progressives' defend the increasing focus on character and well-being, Guy Claxton's Learning Power Approach (LPA) brings resolution to this phoney and unnecessary war by offering teachers a win-win pedagogical formula that delivers good academic results while simultaneously turbocharging students' independence, initiative, and love of learning. In this groundbreaking book Guy distils fifteen years' experience with his influential Building Learning Power method to provide a set of design principles for strengthening students' learning muscles, and together with a wealth of practical strategies and the supporting evidence that underpins them details the small tweaks to daily practice that will help teachers attend more closely to the ways in which they can shape their students' learning dispositions and attitudes. Complemented by engaging and informative classroom examples of the LPA in action and drawing from research into the fields of mindset, metacognition, grit, and collaborative learning The Learning Power Approach describes in detail the suite of beliefs, values, attitudes, and habits of mind that go in to making up learning power, and offers a thorough explanation of what its intentions and guiding principles are. Furthermore, in order to help those who are just setting out on their LPA journey, Guy presents teachers with an attractive menu of customisable strategies and activities to choose from as they begin to embed the LPA principles into their own classroom culture, and also includes at the end of each chapter a Wondering section that serves to prompt reflection, conversation, and action among teachers. Suitable for teachers and leaders in all educational settings, The Learning Power Approach carefully lays the groundwork for a series of books to follow that are specifically tailored to primary teaching, secondary teaching, and school leadership.
Handbook Of Unconventional Computing In 2 Volumes
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Author : Andrew Adamatzky
language : en
Publisher: World Scientific
Release Date : 2021-08-18
Handbook Of Unconventional Computing In 2 Volumes written by Andrew Adamatzky and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-18 with Computers categories.
Did you know that computation can be implemented with cytoskeleton networks, chemical reactions, liquid marbles, plants, polymers and dozens of other living and inanimate substrates? Do you know what is reversible computing or a DNA microscopy? Are you aware that randomness aids computation? Would you like to make logical circuits from enzymatic reactions? Have you ever tried to implement digital logic with Minecraft? Do you know that eroding sandstones can compute too?This volume reviews most of the key attempts in coming up with an alternative way of computation. In doing so, the authors show that we do not need computers to compute and we do not need computation to infer. It invites readers to rethink the computer and computing, and appeals to computer scientists, mathematicians, physicists and philosophers. The topics are presented in a lively and easily accessible manner and make for ideal supplementary reading across a broad range of subjects.Related Link(s)
Learning To Play Again
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Author : Kathryn Smerling, PhD, LCSW
language : en
Publisher: Rowman & Littlefield
Release Date : 2024-12-03
Learning To Play Again written by Kathryn Smerling, PhD, LCSW and has been published by Rowman & Littlefield this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-03 with Family & Relationships categories.
"Smerling’s system for creating or restoring healthy relationships should appeal to readers interested in childhood development and connecting with their younger selves.” -Library Journal Relationships form the fundamental pillars of our emotional life. Yet, as US Surgeon General Vivek Murthy has declared, we are facing an epidemic of loneliness and isolation that is harming human health and well-being. In our divided society, fraught with high rates of anxiety, the stressors of over-busy personal and work responsibilities, the isolating effects of technology, and more people are struggling to connect. Kindness and empathy are in short supply, and relationships face unprecedented challenges. Yet happy and healthy relationships are more necessary now than ever to help people have a sense of belonging and to live healthy, happy, and fulfilling lives. Drawing on her decades of work as a family therapist and early childhood education specialist, Dr. Kathryn Smerling’s Learning to Play Again offers a blueprint for establishing meaningful connection first at home with loved ones, and then with extended family, friends, and colleagues. From reminding ourselves about the value of “Please” and “Thank you” to learning the joy of parallel play, to building a support system through kindness and empathic communication skills, Dr. Smerling’s new book invites readers to focus on personal attunement and how things like individual self-esteem can lead to greater resilience and success in relationships.
Artificial Intelligence
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Author : D. Sleeman
language : en
Publisher: Routledge
Release Date : 2019-12-06
Artificial Intelligence written by D. Sleeman and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-06 with Psychology categories.
Originally published in 1992, this title reviews seven major subareas in artificial intelligence at that time: knowledge acquisition; logic programming and representation; machine learning; natural language; vision; the design of an AI programming environment; and medicine, a major application area of AI. This volume was an attempt primarily to inform fellow AI workers of recent European work in AI. It was hoped that researchers in ‘sister’ disciplines, such as computer science and linguistics would gain a deeper understanding of the assumptions, techniques and tools of contemporary AI.
English In Action Teacher S Manual Learn How To Teach English Using The Bible
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Author : Wally Cirafesi
language : en
Publisher: The Navigators
Release Date : 1995
English In Action Teacher S Manual Learn How To Teach English Using The Bible written by Wally Cirafesi and has been published by The Navigators this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Bible categories.
The Essays Of Lord Bacon
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Author : Francis Bacon
language : en
Publisher:
Release Date : 1889
The Essays Of Lord Bacon written by Francis Bacon and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1889 with Aphorisms and apothegms categories.
Taking Part In Democracy
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Author : Peter Krapf
language : en
Publisher: Council of Europe
Release Date : 2010-01-01
Taking Part In Democracy written by Peter Krapf and has been published by Council of Europe this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-01-01 with Education categories.
This is a manual for teachers in Education for Democratic Citizenship (EDC) and Human Rights Education (HRE), EDC/HRE textbook editors and curriculum developers. Nine teaching units of approximately four lessons each focus on key concepts of EDC/HRE. The lesson plans give step-by-step instructions and include student handouts and background information for teachers. In this way, the manual is suitable for trainees or beginners in the teaching profession and teachers who are receiving in-service teacher training in EDC/HRE. Experienced teachers may draw on the ideas and materials. The complete manual provides a full school year's curriculum for students in upper secondary school (grades 10 to 12), but as each unit is also complete in itself, the manual allows great flexibility of use. The objective of EDC/HRE is the active citizen who is willing and able to participate in the democratic community. Therefore, EDC/HRE strongly emphasises action and task-based learning. This manual for upper secondary level focuses on key competences that enable young people to participate in democratic decision making and to meet the challenges of a dynamic pluralist society. Key concepts of EDC/HRE are taught as tools of lifelong learning.