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Griffith Review 75: Learning Curves

Griffith Review 75: Learning Curves
Author: Ashley Hay
Publisher:
Total Pages: 267
Release: 2022-02
Genre: Australian essays
ISBN: 9781922212689

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What can we learn about learning? Australians have one of the highest levels of educational attainment in the world, but not every Australian has access to a world-class education. What represents a 'good' education in a country with an increasingly segmented school system and a tertiary sector that faces profound uncertainties, both financial and existential? Griffith Review 75: Learning Curves explores the full spectrum of educational experiences -- from preschool to postgrad, from private to public, and from sandstone to the school of life. How has the global information age reshaped our knowledge institutions? What potential and possibilities lie in embracing Australia's vast repositories of First Nations' knowledge? Are traditional subjects -- arts, humanities, social sciences - still relevant in an increasingly contested field? And what do those engaged in the different aspects of learning - students, teachers, policymakers -- make of their experiences? Learning Curves navigates a range of life-long learning pathways, and explores the necessity of rupture and transformation along the way. Contributors include: Gabbie Stroud -- Tegan Bennett Daylight -- Lisa Fuller -- Bri Lee -- Erin Hortle -- Miriam Sved -- Gwilym Croucher -- Catherine Ball -- Pasi Sahlberg -- Cath Keenan -- Winnie Dunn -- Andrew Leigh 'Where the news cycle tends to feed cynicism, Griffith Review is the necessary counterpoint: a place of ideas and possibility. It's a relief to find the quality writing, reflection and observation nurtured in its pages.' -- Billy Griffiths, historian and writer


Australian Universities

Australian Universities
Author: Dr Julia Horne
Publisher: Sydney University Press
Total Pages: 283
Release: 2022-12-01
Genre: Political Science
ISBN: 174332880X

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Australian Universities: A conversation about public good highlights contemporary challenges facing Australian universities and offers new ideas for expanding public good. More than 20 experts take up the debate about our public universities: who they are for; what their mission is (or should be); what strong higher education policy entails; and how to cultivate a robust and constructive relationship between government and Australian universities. Issues covered include: – How to change a culture of exclusion to ensure all are welcome in universities, especially Aboriginal and Torres Strait Islander students as well as those from low socio-economic backgrounds. – How "educational disadvantage" in Australia often begins in school and is still the major barrier to full university participation. – The reality that funding for research and major infrastructure requires significant additional funds from non-government sources (e.g. international student fees). – A lack of policy recognition that international university students increase Australia’s social, cultural and economic capital. – Pathways to making policy decisions wide-ranging, consultative, inclusive and inspired rather than politically partisan and ideologically driven. – The impact of COVID-19 on universities, and particularly how the pandemic and governmental responses exacerbated extant and emerging issues. Australian Universities rekindles a much-needed conversation about the vital role of public universities in our society, arguing for initiatives informed by the realities of university life and offering a way forward for government, communities, students and public universities – together – to advance public good.


Reinforcement Learning, second edition

Reinforcement Learning, second edition
Author: Richard S. Sutton
Publisher: MIT Press
Total Pages: 549
Release: 2018-11-13
Genre: Computers
ISBN: 0262352702

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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.


The Bridge at the Edge of the World

The Bridge at the Edge of the World
Author: James Gustave Speth
Publisher: Yale University Press
Total Pages: 319
Release: 2008-10-01
Genre: Nature
ISBN: 0300145306

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How serious are the threats to our environment? Here is one measure of the problem: if we continue to do exactly what we are doing, with no growth in the human population or the world economy, the world in the latter part of this century will be unfit to live in. Of course human activities are not holding at current levels—they are accelerating, dramatically—and so, too, is the pace of climate disruption, biotic impoverishment, and toxification. In this book Gus Speth, author of Red Sky at Morning and a widely respected environmentalist, begins with the observation that the environmental community has grown in strength and sophistication, but the environment has continued to decline, to the point that we are now at the edge of catastrophe. Speth contends that this situation is a severe indictment of the economic and political system we call modern capitalism. Our vital task is now to change the operating instructions for today's destructive world economy before it is too late. The book is about how to do that.


Mindshift

Mindshift
Author: Barbara Oakley, PhD
Publisher: Penguin
Total Pages: 306
Release: 2017-04-18
Genre: Business & Economics
ISBN: 1101982853

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Mindshift reveals how we can overcome stereotypes and preconceived ideas about what is possible for us to learn and become. At a time when we are constantly being asked to retrain and reinvent ourselves to adapt to new technologies and changing industries, this book shows us how we can uncover and develop talents we didn’t realize we had—no matter what our age or background. We’re often told to “follow our passions.” But in Mindshift, Dr. Barbara Oakley shows us how we can broaden our passions. Drawing on the latest neuroscientific insights, Dr. Oakley shepherds us past simplistic ideas of “aptitude” and “ability,” which provide only a snapshot of who we are now—with little consideration about how we can change. Even seemingly “bad” traits, such as a poor memory, come with hidden advantages—like increased creativity. Profiling people from around the world who have overcome learning limitations of all kinds, Dr. Oakley shows us how we can turn perceived weaknesses, such as impostor syndrome and advancing age, into strengths. People may feel like they’re at a disadvantage if they pursue a new field later in life; yet those who change careers can be fertile cross-pollinators: They bring valuable insights from one discipline to another. Dr. Oakley teaches us strategies for learning that are backed by neuroscience so that we can realize the joy and benefits of a learning lifestyle. Mindshift takes us deep inside the world of how people change and grow. Our biggest stumbling blocks can be our own preconceptions, but with the right mental insights, we can tap into hidden potential and create new opportunities.


Handbook of Research on Student Engagement

Handbook of Research on Student Engagement
Author: Sandra L. Christenson
Publisher: Springer Science & Business Media
Total Pages: 839
Release: 2012-02-23
Genre: Psychology
ISBN: 1461420172

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For more than two decades, the concept of student engagement has grown from simple attention in class to a construct comprised of cognitive, emotional, and behavioral components that embody and further develop motivation for learning. Similarly, the goals of student engagement have evolved from dropout prevention to improved outcomes for lifelong learning. This robust expansion has led to numerous lines of research across disciplines and are brought together clearly and comprehensively in the Handbook of Research on Student Engagement. The Handbook guides readers through the field’s rich history, sorts out its component constructs, and identifies knowledge gaps to be filled by future research. Grounding data in real-world learning situations, contributors analyze indicators and facilitators of student engagement, link engagement to motivation, and gauge the impact of family, peers, and teachers on engagement in elementary and secondary grades. Findings on the effectiveness of classroom interventions are discussed in detail. And because assessing engagement is still a relatively new endeavor, chapters on measurement methods and issues round out this important resource. Topical areas addressed in the Handbook include: Engagement across developmental stages. Self-efficacy in the engaged learner. Parental and social influences on engagement and achievement motivation. The engaging nature of teaching for competency development. The relationship between engagement and high-risk behavior in adolescents. Comparing methods for measuring student engagement. An essential guide to the expanding knowledge base, the Handbook of Research on Student Engagement serves as a valuable resource for researchers, scientist-practitioners, and graduate students in such varied fields as clinical child and school psychology, educational psychology, public health, teaching and teacher education, social work, and educational policy.


The Learning Curves

The Learning Curves
Author: Alan Grainger
Publisher: CreateSpace
Total Pages: 444
Release: 2005-11-23
Genre: Fiction
ISBN: 9781419615795

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The Good University

The Good University
Author: Raewyn Connell
Publisher: Bloomsbury Academic
Total Pages: 0
Release: 2022-08-11
Genre:
ISBN: 9781350359833

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Intercultural Competence in Higher Education

Intercultural Competence in Higher Education
Author: Darla K. Deardorff
Publisher: Routledge
Total Pages: 529
Release: 2017-07-20
Genre: Education
ISBN: 1315529238

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Intercultural Competence in Higher Education features the work of scholars and international education practitioners in understanding the learning outcomes of internationalization, moving beyond rhetoric to concrete practice around the world. Devoted exclusively to exploring the central learning outcomes of internationalization efforts, this edited volume contains a refreshing combination of chapters and case studies from interdisciplinary and cross-cultural contributors, including: cutting-edge issues within intercultural competence development, such as intersectionality, mapping intercultural competence, and assessment; the role of higher education in developing intercultural competence for peacebuilding in the aftermath of violent conflict; facilitating intercultural competence through international student internships; interdisciplinary and cross-cultural contributions from over 19 countries including Japan, Russia, Serbia, South Africa, and Vietnam; the latest research and thinking on global, intercultural, and international learning outcomes, with a unique emphasis on newer voices. Intercultural competence has become an essential element in international as well as domestic education. This text provides the latest thinking and research within the context of internationalization, presents practical case studies on how to integrate this into the preparation of global-ready students and will be of interest to postgraduate students, international education administrators, and practitioners, as well as scholars and researchers in a variety of disciplines who have an interest in intercultural and global competence.


The Stranger in My Genes

The Stranger in My Genes
Author: Bill Griffeth
Publisher: New England Historic Genealogical Society
Total Pages: 198
Release: 2016-09-06
Genre: Biography & Autobiography
ISBN: 088082350X

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Bill Griffeth, longtime genealogy buff, takes a DNA test that has an unexpected outcome: "If the results were correct, it meant that the family tree I had spent years documenting was not my own." Bill undertakes a quest to solve the mystery of his origins, which shakes his sense of identity. As he takes us on his journey, we learn about choices made by his ancestors, parents, and others - and we see Bill measure and weigh his own difficult choices as he confronts the past.