Griffith Review 75 Learning Curves

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: 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.

"Views differ on bitcoin, but few doubt the transformative potential of Blockchain technology. The Truth Machine is the best book so far on what has happened and what may come along. It demands the attention of anyone concerned with our economic future." —Lawrence H. Summers, Charles W. Eliot University Professor and President Emeritus at Harvard, Former Treasury Secretary From Michael J. Casey and Paul Vigna, the authors of The Age of Cryptocurrency, comes the definitive work on the Internet’s Next Big Thing: The Blockchain. Big banks have grown bigger and more entrenched. Privacy exists only until the next hack. Credit card fraud is a fact of life. Many of the “legacy systems” once designed to make our lives easier and our economy more efficient are no longer up to the task. Yet there is a way past all this—a new kind of operating system with the potential to revolutionize vast swaths of our economy: the blockchain. In The Truth Machine, Michael J. Casey and Paul Vigna demystify the blockchain and explain why it can restore personal control over our data, assets, and identities; grant billions of excluded people access to the global economy; and shift the balance of power to revive society’s faith in itself. They reveal the disruption it promises for industries including finance, tech, legal, and shipping. Casey and Vigna expose the challenge of replacing trusted (and not-so-trusted) institutions on which we’ve relied for centuries with a radical model that bypasses them. The Truth Machine reveals the empowerment possible when self-interested middlemen give way to the transparency of the blockchain, while highlighting the job losses, assertion of special interests, and threat to social cohesion that will accompany this shift. With the same balanced perspective they brought to The Age of Cryptocurrency, Casey and Vigna show why we all must care about the path that blockchain technology takes—moving humanity forward, not backward.

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.

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 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.

He pitched to Ted Williams and Tony Gwynn. His career spanned three commissioners, four decades and five times in six cities. Before he becomes elected to the baseball Hall of Fame, learn about the fascinating career of one of the most unheralded hurlers.

A guide to a rich and fascinating subject: algebraic curves and how they vary in families. Providing a broad but compact overview of the field, this book is accessible to readers with a modest background in algebraic geometry. It develops many techniques, including Hilbert schemes, deformation theory, stable reduction, intersection theory, and geometric invariant theory, with the focus on examples and applications arising in the study of moduli of curves. From such foundations, the book goes on to show how moduli spaces of curves are constructed, illustrates typical applications with the proofs of the Brill-Noether and Gieseker-Petri theorems via limit linear series, and surveys the most important results about their geometry ranging from irreducibility and complete subvarieties to ample divisors and Kodaira dimension. With over 180 exercises and 70 figures, the book also provides a concise introduction to the main results and open problems about important topics which are not covered in detail.

From David Osborne, the author of Reinventing Government--a biting analysis of the failure of America's public schools and a comprehensive plan for revitalizing American education. In Reinventing America's Schools, David Osborne, one of the world's foremost experts on public sector reform, offers a comprehensive analysis of the charter school movements and presents a theory that will do for American schools what his New York Times bestseller Reinventing Government did for public governance in 1992. In 2005, when Hurricane Katrina devastated New Orleans, the city got an unexpected opportunity to recreate their school system from scratch. The state's Recovery School District (RSD), created to turn around failing schools, gradually transformed all of its New Orleans schools into charter schools, and the results are shaking the very foundations of American education. Test scores, school performance scores, graduation and dropout rates, ACT scores, college-going rates, and independent studies all tell the same story: the city's RSD schools have tripled their effectiveness in eight years. Now other cities are following suit, with state governments reinventing failing schools in Newark, Camden, Memphis, Denver, Indianapolis, Cleveland, and Oakland. In this book, Osborne uses compelling stories from cities like New Orleans and lays out the history and possible future of public education. Ultimately, he uses his extensive research to argue that in today's world, we should treat every public school like a charter school and grant them autonomy, accountability, diversity of school designs, and parental choice.