Download or read book Computational Creativity Research Towards Creative Machines written by Tarek R. Besold and published by Springer. This book was released on 2014-12-04 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Creativity, Concept Invention, and General Intelligence in their own right all are flourishing research disciplines producing surprising and captivating results that continuously influence and change our view on where the limits of intelligent machines lie, each day pushing the boundaries a bit further. By 2014, all three fields also have left their marks on everyday life – machine-composed music has been performed in concert halls, automated theorem provers are accepted tools in enterprises’ R&D departments, and cognitive architectures are being integrated in pilot assistance systems for next generation airplanes. Still, although the corresponding aims and goals are clearly similar (as are the common methods and approaches), the developments in each of these areas have happened mostly individually within the respective community and without closer relationships to the goings-on in the other two disciplines. In order to overcome this gap and to provide a common platform for interaction and exchange between the different directions, the International Workshops on “Computational Creativity, Concept Invention, and General Intelligence” (C3GI) have been started. At ECAI-2012 and IJCAI-2013, the first and second edition of C3GI each gathered researchers from all three fields, presenting recent developments and results from their research and in dialogue and joint debates bridging the disciplinary boundaries. The chapters contained in this book are based on expanded versions of accepted contributions to the workshops and additional selected contributions by renowned researchers in the relevant fields. Individually, they give an account of the state-of-the-art in their respective area, discussing both, theoretical approaches as well as implemented systems. When taken together and looked at from an integrative perspective, the book in its totality offers a starting point for a (re)integration of Computational Creativity, Concept Invention, and General Intelligence, making visible common lines of work and theoretical underpinnings, and pointing at chances and opportunities arising from the interplay of the three fields.
Download or read book Creative Machines written by Dona Herweck Rice and published by Teacher Created Materials. This book was released on 2019-05-15 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Rube Goldberg machine is designed to perform a simple task through a series of elaborate steps. These simple machines are named after Reuben "Rube" Goldberg, an American cartoonist, engineer, and inventor. Learn how these fun machines work and ignite a curiosity about STEAM topics! Created in collaboration with the Smithsonian Institution, this informational text features a hands-on STEAM challenge that is perfect for makerspaces. Make STEAM career connections with career advice from Smithsonian employees working in STEAM fields. Ideal for school reports and projects, this STEAM book will appeal to reluctant readers and ages 6-8.
Download or read book Creative Machines 6 Pack written by and published by Teacher Created Materials. This book was released on 2019-05-15 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: A marble rolls down a tube. It hits a doll, which knocks over some dominoes. Anything can happen in a Rube Goldberg Machine! These Machines take simple tasks and make them complex and fun. Do you have what it takes to make one? Created in collaboration with the Smithsonian Institution, this book builds students' literacy skills while fostering curiosity, creativity, and innovation through real-world examples. Features include: A hands-on STEAM challenge guides students through each step of the engineering design process and is ideal for makerspace activities; Content that highlights every component of STEAM: science, technology, engineering, the arts, and mathematics; Dynamic images and text features enhance the reading experience and build visual literacy; Make career connections with career advice from Smithsonian employees working in STEAM fields. This 6-Pack includes six copies of this title and a lesson plan that addresses literacy and engineering objectives.
Download or read book Creative Machines Guided Reading 6 Pack written by and published by Teacher Created Materials. This book was released on 2019-07-01 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: A marble rolls down a tube. It hits a doll, which knocks over some dominoes. Anything can happen in a Rube Goldberg Machine! These Machines take simple tasks and make them complex and fun. Do you have what it takes to make one? Created in collaboration with the Smithsonian Institution, this book builds students' literacy skills while fostering curiosity, creativity, and innovation through real-world examples. Features include: A hands-on STEAM challenge guides students through each step of the engineering design process and is ideal for makerspace activities; Content that highlights every component of STEAM: science, technology, engineering, the arts, and mathematics; Dynamic images and text features enhance the reading experience and build visual literacy; Make career connections with career advice from Smithsonian employees working in STEAM fields. This 6-Pack includes six copies of this title and a lesson plan that specifically supports guided reading instruction.
Download or read book Beyond the Creative Species written by Oliver Bown and published by MIT Press. This book was released on 2021-02-23 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: A multidisciplinary introduction to the field of computational creativity, analyzing the impact of advanced generative technologies on art and music. As algorithms get smarter, what role will computers play in the creation of music, art, and other cultural artifacts? Will they be able to create such things from the ground up, and will such creations be meaningful? In Beyond the Creative Species, Oliver Bown offers a multidisciplinary examination of computational creativity, analyzing the impact of advanced generative technologies on art and music. Drawing on a wide range of disciplines, including artificial intelligence and machine learning, design, social theory, the psychology of creativity, and creative practice research, Bown argues that to understand computational creativity, we must not only consider what computationally creative algorithms actually do, but also examine creative artistic activity itself.
Download or read book The Artist in the Machine written by Arthur I. Miller and published by MIT Press. This book was released on 2020-11-10 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: An authority on creativity introduces us to AI-powered computers that are creating art, literature, and music that may well surpass the creations of humans. Today's computers are composing music that sounds “more Bach than Bach,” turning photographs into paintings in the style of Van Gogh's Starry Night, and even writing screenplays. But are computers truly creative—or are they merely tools to be used by musicians, artists, and writers? In this book, Arthur I. Miller takes us on a tour of creativity in the age of machines. Miller, an authority on creativity, identifies the key factors essential to the creative process, from “the need for introspection” to “the ability to discover the key problem.” He talks to people on the cutting edge of artificial intelligence, encountering computers that mimic the brain and machines that have defeated champions in chess, Jeopardy!, and Go. In the central part of the book, Miller explores the riches of computer-created art, introducing us to artists and computer scientists who have, among much else, unleashed an artificial neural network to create a nightmarish, multi-eyed dog-cat; taught AI to imagine; developed a robot that paints; created algorithms for poetry; and produced the world's first computer-composed musical, Beyond the Fence, staged by Android Lloyd Webber and friends. But, Miller writes, in order to be truly creative, machines will need to step into the world. He probes the nature of consciousness and speaks to researchers trying to develop emotions and consciousness in computers. Miller argues that computers can already be as creative as humans—and someday will surpass us. But this is not a dystopian account; Miller celebrates the creative possibilities of artificial intelligence in art, music, and literature.
Download or read book Cognition and the Creative Machine written by Ana-Maria Oltețeanu and published by Springer Nature. This book was released on 2020-05-23 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: How would you assemble a machine that can be creative, what would its cogs be? Starting from how humans do creative problem solving, the author has developed a framework to explore whether a diverse set of creative problem-solving tasks can be solved computationally using a unified set of principles. In this book she describes the implementation of related prototype AI systems, and the computational and empirical experiments conducted. The book will be of interest to researchers, graduate students, and laypeople engaged with ideas in artificial intelligence, cognitive science, and creativity.
Download or read book The Imagination Machine written by Martin Reeves and published by Harvard Business Press. This book was released on 2021-06-08 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide for mining the imagination to find powerful new ways to succeed. We need imagination now more than ever—to find new opportunities, rethink our businesses, and discover paths to growth. Yet too many companies have lost their ability to imagine. What is this mysterious capacity? How does imagination work? And how can organizations keep it alive and harness it in a systematic way? The Imagination Machine answers these questions and more. Drawing on the experience and insights of CEOs across several industries, as well as lessons from neuroscience, computer science, psychology, and philosophy, Martin Reeves of Boston Consulting Group's Henderson Institute and Jack Fuller, an expert in neuroscience, provide a fascinating look into the mechanics of imagination and lay out a process for creating ideas and bringing them to life: The Seduction: How to open yourself up to surprises The Idea: How to generate new ideas The Collision: How to rethink your idea based on real-world feedback The Epidemic: How to spread an evolving idea to others The New Ordinary: How to turn your novel idea into an accepted reality The Encore: How to repeat the process—again and again. Imagination is one of the least understood but most crucial ingredients of success. It's what makes the difference between an incremental change and the kinds of pivots and paradigm shifts that are essential to transformation—especially during a crisis. The Imagination Machine is the guide you need to demystify and operationalize this powerful human capacity, to inject new life into your company, and to head into unknown territory with the right tools at your disposal.
Download or read book Maker of Machines written by Barbara Mitchell and published by Millbrook Press. This book was released on 2004-01-01 with total page 72 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents a biography of the inventor who created the cotton gin as well as a machine that could mass-produce muskets.
Download or read book Story Machines How Computers Have Become Creative Writers written by Mike Sharples and published by Taylor & Francis. This book was released on 2022-07-05 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: This fascinating book explores machines as authors of fiction, past, present, and future. For centuries, writers have dreamed of mechanical storytellers. We can now build these devices. What will be the impact on society of AI programs that generate original stories to entertain and persuade? What can we learn about human creativity from probing how they work? In Story Machines, two pioneers of creative artificial intelligence explore the design and impact of AI story generators. The book covers three themes: language generators that compose coherent text, storyworlds with believable characters, and AI models of human storytellers. Providing examples of story machines through the ages, it covers the history, recent developments, and future implications of automated story generation. Anyone with an interest in story writing will gain a new perspective on what it means to be a creative writer, what parts of creativity can be mechanized, and what is essentially human. Story Machines is for those who have ever wondered what makes a good story, why stories are important to us, and what the future holds for storytelling.
Download or read book Reverse Hypothesis Machine Learning written by Parag Kulkarni and published by Springer. This book was released on 2017-03-30 with total page 138 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces a paradigm of reverse hypothesis machines (RHM), focusing on knowledge innovation and machine learning. Knowledge- acquisition -based learning is constrained by large volumes of data and is time consuming. Hence Knowledge innovation based learning is the need of time. Since under-learning results in cognitive inabilities and over-learning compromises freedom, there is need for optimal machine learning. All existing learning techniques rely on mapping input and output and establishing mathematical relationships between them. Though methods change the paradigm remains the same—the forward hypothesis machine paradigm, which tries to minimize uncertainty. The RHM, on the other hand, makes use of uncertainty for creative learning. The approach uses limited data to help identify new and surprising solutions. It focuses on improving learnability, unlike traditional approaches, which focus on accuracy. The book is useful as a reference book for machine learning researchers and professionals as well as machine intelligence enthusiasts. It can also used by practitioners to develop new machine learning applications to solve problems that require creativity.
Download or read book Story Machines How Computers Have Become Creative Writers written by Mike Sharples and published by Routledge. This book was released on 2022-07-05 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: This fascinating book explores machines as authors of fiction, past, present, and future. For centuries, writers have dreamed of mechanical storytellers. We can now build these devices. What will be the impact on society of AI programs that generate original stories to entertain and persuade? What can we learn about human creativity from probing how they work? In Story Machines, two pioneers of creative artificial intelligence explore the design and impact of AI story generators. The book covers three themes: language generators that compose coherent text, storyworlds with believable characters, and AI models of human storytellers. Providing examples of story machines through the ages, it covers the history, recent developments, and future implications of automated story generation. Anyone with an interest in story writing will gain a new perspective on what it means to be a creative writer, what parts of creativity can be mechanized, and what is essentially human. Story Machines is for those who have ever wondered what makes a good story, why stories are important to us, and what the future holds for storytelling.
Download or read book Cultural Robotics written by Jeffrey T.K.V. Koh and published by Springer. This book was released on 2016-07-26 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: This LNAI 9549 constitutes the refereed proceedings of the First International Workshop in Cultural Robotics 2015, held as part of the 24th International Symposium on Robot and Human Interactive Communication held in Kobe, Japan, in August/September 2015. A total of 12 full papers and 1 short paper were accepted from a total of 26 initially submitted. The following papers are organized into four categories. These categories are indicative of the extent to which culture has influenced the design or application of the robots involved, and explore a progression in the emersion and overlap between human and robotic generated culture.
Download or read book Philosophy of Artificial Intelligence written by Rajakishore Nath and published by Universal-Publishers. This book was released on 2009 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book deals with the major philosophical issues in the theoretical framework of Artificial Intelligence (AI) in particular and cognitive science in general. The researchers in AI are concerned with the issues of consciousness, human subjectivity, creativity, etc. Cognitive Science and AI argue that consciousness can be artificially created and comprehended in the function of robots. The robotic activities explain the mechanism involved in computation, language processing, sensing the information, etc. Contrary to this thesis, the philosophical study tries to show that human consciousness, thinking, imagination, etc. are much larger concepts and need to be delved into in the broad theoretical framework. This book is a critique of the mechanistic theory of mind. It shows the basic foundation of AI and its limitations in explaining the activities of the human mental life. Machine-functionalism fails to account for the subjective nature of consciousness and the creativity involved in the conscious acts. There are two aspects of this thesis-- the epistemological and the metaphysical. Epistemologically, the subject of consciousness intimately knows the raw feelings or the qualia. Metaphysically speaking, however, the raw feelings are real in the sense that they are part of the furniture of the mental world. Therefore, we can hardly deny that the mental world is real.
Download or read book Imagination and Creative Thinking written by Amy Kind and published by Cambridge University Press. This book was released on 2022-07-28 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Element explores the nature of both imagination and creative thinking in an effort to understand the relation between them and also to understand their role in the vast array of activities in which they are typically implicated, from art, music, and literature to technology, medicine, and science. Focusing on the contemporary philosophical literature, it will take up several interrelated questions: What is imagination, and how does it fit into the cognitive architecture of the mind? What is creativity? Is imagination required for creativity? Is creativity required for imagination? Is a person simply born either imaginative or not (and likewise, either creative or not), or are imagination and creativity skills that can be cultivated? And finally, are imagination and creativity uniquely human capacities, or can they be had by nonbiological entities such as AI systems?
Download or read book Thinking Machines written by Luke Dormehl and published by Penguin. This book was released on 2017-03-07 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: A fascinating look at Artificial Intelligence, from its humble Cold War beginnings to the dazzling future that is just around the corner. When most of us think about Artificial Intelligence, our minds go straight to cyborgs, robots, and sci-fi thrillers where machines take over the world. But the truth is that Artificial Intelligence is already among us. It exists in our smartphones, fitness trackers, and refrigerators that tell us when the milk will expire. In some ways, the future people dreamed of at the World's Fair in the 1960s is already here. We're teaching our machines how to think like humans, and they're learning at an incredible rate. In Thinking Machines, technology journalist Luke Dormehl takes you through the history of AI and how it makes up the foundations of the machines that think for us today. Furthermore, Dormehl speculates on the incredible--and possibly terrifying--future that's much closer than many would imagine. This remarkable book will invite you to marvel at what now seems commonplace and to dream about a future in which the scope of humanity may need to broaden itself to include intelligent machines.
Download or read book Creativity Cognition and Knowledge written by Terry Dartnall and published by Bloomsbury Publishing USA. This book was released on 2002-06-30 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection weitten by leading figures in cognitive science includes their lively debates with Dartnall about his call for a new epistemology, an alternative to the standard representational story in cognitive science. Dartnall aims to show that new epistemology is already with us in some leading-edge models of human creativity. Such an epistemology steers a middle road between the representationism of classical cognitive science and a radical anti-representationism that denies the existence or importance of representations. Dartnall, who debates contributors at each chapter's end, believes that creativity inheres—not only in big ticket items such as plays, poems, or sonatas—but in our ability to produce cognitive content at all, so that representations are the creative products of our knowledge, rather than its passive carriers.
