Interactive Task Learning

Interactive Task Learning PDF Author: Kevin A. Gluck
Publisher: MIT Press
ISBN: 0262349434
Category : Computers
Languages : en
Pages : 355

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Book Description
Experts from a range of disciplines explore how humans and artificial agents can quickly learn completely new tasks through natural interactions with each other. Humans are not limited to a fixed set of innate or preprogrammed tasks. We learn quickly through language and other forms of natural interaction, and we improve our performance and teach others what we have learned. Understanding the mechanisms that underlie the acquisition of new tasks through natural interaction is an ongoing challenge. Advances in artificial intelligence, cognitive science, and robotics are leading us to future systems with human-like capabilities. A huge gap exists, however, between the highly specialized niche capabilities of current machine learning systems and the generality, flexibility, and in situ robustness of human instruction and learning. Drawing on expertise from multiple disciplines, this Strüngmann Forum Report explores how humans and artificial agents can quickly learn completely new tasks through natural interactions with each other. The contributors consider functional knowledge requirements, the ontology of interactive task learning, and the representation of task knowledge at multiple levels of abstraction. They explore natural forms of interactions among humans as well as the use of interaction to teach robots and software agents new tasks in complex, dynamic environments. They discuss research challenges and opportunities, including ethical considerations, and make proposals to further understanding of interactive task learning and create new capabilities in assistive robotics, healthcare, education, training, and gaming. Contributors Tony Belpaeme, Katrien Beuls, Maya Cakmak, Joyce Y. Chai, Franklin Chang, Ropafadzo Denga, Marc Destefano, Mark d'Inverno, Kenneth D. Forbus, Simon Garrod, Kevin A. Gluck, Wayne D. Gray, James Kirk, Kenneth R. Koedinger, Parisa Kordjamshidi, John E. Laird, Christian Lebiere, Stephen C. Levinson, Elena Lieven, John K. Lindstedt, Aaron Mininger, Tom Mitchell, Shiwali Mohan, Ana Paiva, Katerina Pastra, Peter Pirolli, Roussell Rahman, Charles Rich, Katharina J. Rohlfing, Paul S. Rosenbloom, Nele Russwinkel, Dario D. Salvucci, Matthew-Donald D. Sangster, Matthias Scheutz, Julie A. Shah, Candace L. Sidner, Catherine Sibert, Michael Spranger, Luc Steels, Suzanne Stevenson, Terrence C. Stewart, Arthur Still, Andrea Stocco, Niels Taatgen, Andrea L. Thomaz, J. Gregory Trafton, Han L. J. van der Maas, Paul Van Eecke, Kurt VanLehn, Anna-Lisa Vollmer, Janet Wiles, Robert E. Wray III, Matthew Yee-King

Interactive Task Learning

Interactive Task Learning PDF Author: Kevin A. Gluck
Publisher: MIT Press
ISBN: 0262349434
Category : Computers
Languages : en
Pages : 355

Get Book Here

Book Description
Experts from a range of disciplines explore how humans and artificial agents can quickly learn completely new tasks through natural interactions with each other. Humans are not limited to a fixed set of innate or preprogrammed tasks. We learn quickly through language and other forms of natural interaction, and we improve our performance and teach others what we have learned. Understanding the mechanisms that underlie the acquisition of new tasks through natural interaction is an ongoing challenge. Advances in artificial intelligence, cognitive science, and robotics are leading us to future systems with human-like capabilities. A huge gap exists, however, between the highly specialized niche capabilities of current machine learning systems and the generality, flexibility, and in situ robustness of human instruction and learning. Drawing on expertise from multiple disciplines, this Strüngmann Forum Report explores how humans and artificial agents can quickly learn completely new tasks through natural interactions with each other. The contributors consider functional knowledge requirements, the ontology of interactive task learning, and the representation of task knowledge at multiple levels of abstraction. They explore natural forms of interactions among humans as well as the use of interaction to teach robots and software agents new tasks in complex, dynamic environments. They discuss research challenges and opportunities, including ethical considerations, and make proposals to further understanding of interactive task learning and create new capabilities in assistive robotics, healthcare, education, training, and gaming. Contributors Tony Belpaeme, Katrien Beuls, Maya Cakmak, Joyce Y. Chai, Franklin Chang, Ropafadzo Denga, Marc Destefano, Mark d'Inverno, Kenneth D. Forbus, Simon Garrod, Kevin A. Gluck, Wayne D. Gray, James Kirk, Kenneth R. Koedinger, Parisa Kordjamshidi, John E. Laird, Christian Lebiere, Stephen C. Levinson, Elena Lieven, John K. Lindstedt, Aaron Mininger, Tom Mitchell, Shiwali Mohan, Ana Paiva, Katerina Pastra, Peter Pirolli, Roussell Rahman, Charles Rich, Katharina J. Rohlfing, Paul S. Rosenbloom, Nele Russwinkel, Dario D. Salvucci, Matthew-Donald D. Sangster, Matthias Scheutz, Julie A. Shah, Candace L. Sidner, Catherine Sibert, Michael Spranger, Luc Steels, Suzanne Stevenson, Terrence C. Stewart, Arthur Still, Andrea Stocco, Niels Taatgen, Andrea L. Thomaz, J. Gregory Trafton, Han L. J. van der Maas, Paul Van Eecke, Kurt VanLehn, Anna-Lisa Vollmer, Janet Wiles, Robert E. Wray III, Matthew Yee-King

Developing Your Teaching

Developing Your Teaching PDF Author: Peter Kahn
Publisher: Routledge
ISBN: 0429955340
Category : Education
Languages : en
Pages : 219

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Book Description
Packed with advice, vignettes and case studies, as well as useful tips and checklists for improving teaching, the second edition of Developing Your Teaching is the ideal toolkit to support the development of teaching practice. Providing a blend of ideas, interactive review points and case study examples from university teachers, this accessible handbook for professional practice provides ideas on a range of topics including: learning from student feedback and peer review students as consumers and their expectations building effective partnerships with students and colleagues developing a teaching portfolio choosing effective teaching practices the challenges and benefits of securing an initial teacher qualification A must-read for all those new to teaching in higher education, as well as more experienced lecturers looking to refresh and advance the quality of their teaching, this fully updated new edition is the ideal toolkit to support the development of teaching practice.

Interactive Learning Systems Evaluation

Interactive Learning Systems Evaluation PDF Author: Thomas Charles Reeves
Publisher: Educational Technology
ISBN: 9780877783046
Category : Computers
Languages : en
Pages : 316

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Book Description
Describes how to evaluate interactive learning systems, both in their initial development and later in regard to effectiveness and efficiency. These include web-based systems, computer-aided learning, etc.

Flipping the Nursing Classroom: Where Active Learning Meets Technology

Flipping the Nursing Classroom: Where Active Learning Meets Technology PDF Author: Hessler
Publisher: Jones & Bartlett Publishers
ISBN: 1284101576
Category : Medical
Languages : en
Pages : 306

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Book Description
Flipping the Nursing Classroom: Where Active Learning Meets Technology focuses on the flipped learning model in the framework of nursing education.

The InterActive Classroom

The InterActive Classroom PDF Author: Ron Nash
Publisher: Corwin
ISBN: 1544394144
Category : Education
Languages : en
Pages : 169

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Book Description
Shift Students’ Roles from Passive Observers to Active Participants. Preparing students for a world that did not exist when they were students themselves can be challenging for many teachers. Engaging students, particularly disinterested ones, in the learning process is no easy task, especially when easy access to information is at an all-time high. How then do educators simultaneously ensure knowledge acquisition and engagement? Ron Nash encourages teachers to embrace an interactive classroom by rethinking their role as information givers. The Interactive Classroom provides a framework for how to influence the learning process and increase student participation by sharing • Proven strategies for improving presentation and facilitation skills • Kinesthetic, interpersonal, and classroom management methods • Brain-based teaching strategies that promote active learning • Project-based learning and formative assessment techniques that promote a robust learning environment Intended to cultivate an interactive classroom in which students take an active role in learning, this book provides a blueprint for educators seeking to amplify student engagement while imparting critical twenty-first century skills.

Educational Stages and Interactive Learning: From Kindergarten to Workplace Training

Educational Stages and Interactive Learning: From Kindergarten to Workplace Training PDF Author: Jia, Jiyou
Publisher: IGI Global
ISBN: 1466601388
Category : Education
Languages : en
Pages : 624

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Book Description
The adoption of ICT for personal and business use has encouraged the growth of interactive learning as well as its application in a number of education and training scenarios. Designing effective syllabi for interactive learning projects helps to ensure that desired leaning outcomes are achieved without incurring a significant loss of time or money. Educational Stages and Interactive Learning: From Kindergarten to Workplace Training provides a record of current research and practical applications in interactive learning. This book reviews all aspects of interactive learning, investigates the history, status, and future trends of interactive learning, introduces emerging technologies for interactive learning, and analyzes interactive learning cases in various educational stages and learning situations. Readers interested in the technologies and pedagogical applications of interactive learning will find this book a comprehensive reference for the understanding of notions, theories, techniques, and methods related to the research and development of interactive learning.

Classroom Strategies for Interactive Learning

Classroom Strategies for Interactive Learning PDF Author: Doug Buehl
Publisher: Newark, Del. : International Reading Association
ISBN: 9780872072848
Category : Education
Languages : en
Pages : 0

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Book Description
Provides middle school and high school educators with literacy development strategies that emphasize effective learning in content contexts

3D Immersive and Interactive Learning

3D Immersive and Interactive Learning PDF Author: Yiyu Cai
Publisher: Springer Science & Business Media
ISBN: 9814021903
Category : Education
Languages : en
Pages : 130

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Book Description
3D technology is not new; research on 3D started back in early 1960s. But unlike in previous times, 3D technology has now rapidly entered our daily life from cinema to office to home. Using 3D for education is a new yet challenging task. This book will present several innovative efforts using 3D for immersive and interactive learning covering a wide spectrum of education including gifted program, normal (technical) stream, and special needs education. The book will also share experience on curriculum-based 3D learning in classroom setting and co-curriculum-based 3D student research projects. The book is organized as follows. Chapter 1 introduces the fundamentals of 3D educational technology and their applications in immersive and interactive learning. Chapter 2 discusses the use of virtual reality in teaching and learning of Molecular Biology. Chapter 3 presents the daVinci Lab @ River Valley High School. Chapter 4 describes the 3D education development process. Chapter 5 studies the adaption 3D system for learning gains in lower secondary normal (technical) stream. Chapter 6 investigates the effects of virtual reality technology on spatial visualization skills. Chapter 7 showcases a sabbatical program for students to use 3D for Science, Technology, Engineering and Mathematics (STEM) learning. Chapter 8 shares the use of 3D virtual pink dolphin to assist special education. The foreword of this book is written by Dr Cheah Horn Mun, Director, Education Technology Division, Ministry of Education, Singapore.

Affective, Interactive and Cognitive Methods for E-Learning Design: Creating an Optimal Education Experience

Affective, Interactive and Cognitive Methods for E-Learning Design: Creating an Optimal Education Experience PDF Author: Tzanavari, Aimilia
Publisher: IGI Global
ISBN: 1605669415
Category : Computers
Languages : en
Pages : 380

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Book Description
"This book focuses on the study and application of human computer interaction principles in the design of online education"--Provided by publisher.

The New Roadmap for Creating Online Courses

The New Roadmap for Creating Online Courses PDF Author: Catherine R. Barber
Publisher: Cambridge University Press
ISBN: 1108804195
Category : Education
Languages : en
Pages : 243

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Book Description
Are you ready to create an online course, but do not know where to start? Do your online learners seem isolated and disengaged? Are your online courses effective enough for the current, competitive market? Whether you are an instructor, instructional designer, or part of a team, this interactive workbook will help you create effective online courses to engage your learners. Key features of the workbook include integrating cognitive, social, and emotional aspects of learning; explaining the central role of self-reflection, dialogue, and realistic application; the incorporation of themes, scenarios, and characters to provide relevant and meaningful learning experiences; and the use of semiotics for inclusion of diverse learners. As you journey through the course creation process in this workbook, you will expand your ideas and discover new possibilities for the students taking your online course.