Solving The Frame Problem

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Solving The Frame Problem

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Author : Murray Shanahan
language : en
Publisher: MIT Press
Release Date : 1997

Solving The Frame Problem written by Murray Shanahan and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Computers categories.

In 1969, John McCarthy and Pat Hayes uncovered a problem that has haunted the field of artificial intelligence ever since--the frame problem. The problem arises when logic is used to describe the effects of actions and events. Put simply, it is the problem of representing what remains unchanged as a result of an action or event. Many researchers in artificial intelligence believe that its solution is vital to the realization of the field's goals. Solving the Frame Problem presents the various approaches to the frame problem that have been proposed over the years. The author presents the material chronologically--as an unfolding story rather than as a body of theory to be learned by rote. There are lessons to be learned even from the dead ends researchers have pursued, for they deepen our understanding of the issues surrounding the frame problem. In the book's concluding chapters, the author offers his own work on event calculus, which he claims comes very close to a complete solution to the frame problem. Artificial Intelligence series

Frame Innovation

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Author : Kees Dorst
language : en
Publisher: MIT Press
Release Date : 2024-10-22

Frame Innovation written by Kees Dorst and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-22 with Business & Economics categories.

How organizations can use practices developed by expert designers to solve today’s open, complex, dynamic, and networked problems. When organizations apply old methods of problem-solving to new kinds of problems, they may accomplish only temporary fixes or some ineffectual tinkering around the edges. Today’s problems are a new breed—open, complex, dynamic, and networked—and require a radically different response. In this book, Kees Dorst describes a new, innovation-centered approach to problem-solving in organizations: frame creation. It applies “design thinking,” but it goes beyond the borrowed tricks and techniques that usually characterize that term. Frame creation focuses not on the generation of solutions but on the ability to create new approaches to the problem situation itself. The strategies Dorst presents are drawn from the unique, sophisticated, multilayered practices of top designers, and from insights that have emerged from fifty years of design research. Dorst describes the nine steps of the frame creation process and illustrates their application to real-world problems with a series of varied case studies. He maps innovative solutions that include rethinking a store layout so retail spaces encourage purchasing rather than stealing, applying the frame of a music festival to understand late-night problems of crime and congestion in a club district, and creative ways to attract young employees to a temporary staffing agency. Dorst provides tools and methods for implementing frame creation, offering not so much a how-to manual as a do-it-yourself handbook—a guide that will help practitioners develop their own approaches to problem-solving and creating innovation.

The Frame Problem In Artificial Intelligence

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Author : Frank M. Brown
language : en
Publisher: Morgan Kaufmann
Release Date : 2014-05-12

The Frame Problem In Artificial Intelligence written by Frank M. Brown and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-12 with Computers categories.

The Frame Problem in Artificial Intelligence: Proceedings of the 1987 Workshop focuses on the approaches, principles, and concepts related to the frame problem in artificial intelligence (AI). The selection first tackles the definition of the frame problem, circumscription approaches and criticisms, modal logic approaches, and syntactic consistency approaches. The text then takes a look at two frame problems, frame problem in AI, and the frame problem in AI histories, including frame problem defined, mathematical frame problem, commonsense frame problem, and the problems of qualification and extended prediction and their relation to the frame problem. The publication examines tense-logic-based mitigation of the frame problem, unframing the frame problem, a truth maintenance based approach to the frame problem, and qualification problem. Topics include possible worlds, qualification and possible worlds, epistemological issues, truth maintenance, contradiction handling, application of intensional logic, development and implementation of chronolog, and approaches to solving the frame problem. The selection is a dependable source of data for researchers interested in the frame problem.

What S Your Problem

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Author : Thomas Wedell-Wedellsborg
language : en
Publisher: Harvard Business Press
Release Date : 2020-03-17

What S Your Problem written by Thomas Wedell-Wedellsborg and has been published by Harvard Business Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-17 with Business & Economics categories.

"The author makes a compelling case that we often start solving a problem before thinking deeply about whether we are solving the right problem. If you want the superpower of solving better problems, read this book." -- Eric Schmidt, former CEO, Google Are you solving the right problems? Have you or your colleagues ever worked hard on something, only to find out you were focusing on the wrong problem entirely? Most people have. In a survey, 85 percent of companies said they often struggle to solve the right problems. The consequences are severe: Leaders fight the wrong strategic battles. Teams spend their energy on low-impact work. Startups build products that nobody wants. Organizations implement "solutions" that somehow make things worse, not better. Everywhere you look, the waste is staggering. As Peter Drucker pointed out, there's nothing more dangerous than the right answer to the wrong question. There is a way to do better. The key is reframing, a crucial, underutilized skill that you can master with the help of this book. Using real-world stories and unforgettable examples like "the slow elevator problem," author Thomas Wedell-Wedellsborg offers a simple, three-step method - Frame, Reframe, Move Forward - that anyone can use to start solving the right problems. Reframing is not difficult to learn. It can be used on everyday challenges and on the biggest, trickiest problems you face. In this visually engaging, deeply researched book, you’ll learn from leaders at large companies, from entrepreneurs, consultants, nonprofit leaders, and many other breakthrough thinkers. It's time for everyone to stop barking up the wrong trees. Teach yourself and your team to reframe, and growth and success will follow.

Innovation As Usual

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Author : Paddy Miller
language : en
Publisher: Harvard Business Press
Release Date : 2013-02-26

Innovation As Usual written by Paddy Miller and has been published by Harvard Business Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-02-26 with Business & Economics categories.

Turn team members into innovators Most organizations approach innovation as if it were a sideline activity. Every so often employees are sent to “Brainstorm Island”: an off-site replete with trendy lectures, creative workshops, and overenthusiastic facilitators. But once they return, it’s back to business as usual. Innovation experts Paddy Miller and Thomas Wedell-Wedellsborg suggest a better approach. They recommend that leaders at all levels become “innovation architects,” creating an ecosystem in which people engage in key innovation behaviors as part of their daily work. In short, this book is about getting to a state of “innovation as usual,” where regular employees—in jobs like finance, marketing, sales, or operations—make innovation happen in a way that’s both systemic and sustainable. Instead of organizing brainstorming sessions, idea jams, and off-sites that rarely result in success, leaders should guide their people in what the authors call the “5 + 1 keystone behaviors” of innovation: focus, connect, tweak, select, stealthstorm, (and the + 1) persist: • Focus beats freedom: Direct people to look only for ideas that matter to the business • Insight comes from the outside: Urge people to connect to new worlds • First ideas are flawed: Challenge people to tweak and reframe their initial ideas • Most ideas are bad ideas: Guide people to select the best ideas and discard the rest • Stealthstorming rules: Help people navigate the politics of innovation • Creativity is a choice: Motivate everyone to persist in the five keystone behaviors Using examples from a wide range of companies such as Pfizer, Index Ventures, Lonza, Go Travel, Prehype, DSM, and others, Innovation as Usual lights the way toward embedding creativity in the DNA of the workplace. So cancel that off-site. Instead, read Innovation as Usual—and put innovation at the core of your business.

Philosophy And Theory Of Artificial Intelligence

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Author : Vincent C. Müller
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-08-23

Philosophy And Theory Of Artificial Intelligence written by Vincent C. Müller 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 2012-08-23 with Technology & Engineering categories.

Can we make machines that think and act like humans or other natural intelligent agents? The answer to this question depends on how we see ourselves and how we see the machines in question. Classical AI and cognitive science had claimed that cognition is computation, and can thus be reproduced on other computing machines, possibly surpassing the abilities of human intelligence. This consensus has now come under threat and the agenda for the philosophy and theory of AI must be set anew, re-defining the relation between AI and Cognitive Science. We can re-claim the original vision of general AI from the technical AI disciplines; we can reject classical cognitive science and replace it with a new theory (e.g. embodied); or we can try to find new ways to approach AI, for example from neuroscience or from systems theory. To do this, we must go back to the basic questions on computing, cognition and ethics for AI. The 30 papers in this volume provide cutting-edge work from leading researchers that define where we stand and where we should go from here.

Fundamental Issues Of Artificial Intelligence

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Author : Vincent C. Müller
language : en
Publisher: Springer
Release Date : 2016-06-07

Fundamental Issues Of Artificial Intelligence written by Vincent C. Müller and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-07 with Philosophy categories.

This volume offers a look at the fundamental issues of present and future AI, especially from cognitive science, computer science, neuroscience and philosophy. This work examines the conditions for artificial intelligence, how these relate to the conditions for intelligence in humans and other natural agents, as well as ethical and societal problems that artificial intelligence raises or will raise. The key issues this volume investigates include the relation of AI and cognitive science, ethics of AI and robotics, brain emulation and simulation, hybrid systems and cyborgs, intelligence and intelligence testing, interactive systems, multi-agent systems, and super intelligence. Based on the 2nd conference on “Theory and Philosophy of Artificial Intelligence” held in Oxford, the volume includes prominent researchers within the field from around the world.

Great Philosophical Objections To Artificial Intelligence

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Author : Eric Dietrich
language : en
Publisher: Bloomsbury Publishing
Release Date : 2021-01-14

Great Philosophical Objections To Artificial Intelligence written by Eric Dietrich and has been published by Bloomsbury Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-14 with Philosophy categories.

Winner of the 2022 CHOICE Outstanding Academic Titles This book surveys and examines the most famous philosophical arguments against building a machine with human-level intelligence. From claims and counter-claims about the ability to implement consciousness, rationality, and meaning, to arguments about cognitive architecture, the book presents a vivid history of the clash between the philosophy and AI. Tellingly, the AI Wars are mostly quiet now. Explaining this crucial fact opens new paths to understanding the current resurgence AI (especially, deep learning AI and robotics), what happens when philosophy meets science, and the role of philosophy in the culture in which it is embedded. Organising the arguments into four core topics - 'Is AI possible', 'Architectures of the Mind', 'Mental Semantics and Mental Symbols' and 'Rationality and Creativity' - this book shows the debate that played out between the philosophers on both sides of the question, and, as well, the debate between philosophers and AI scientists and engineers building AI systems. Up-to-date and forward-looking, the book is packed with fresh insights and supporting material, including: - Accessible introductions to each war, explaining the background behind the main arguments against AI - Each chapter details what happened in the AI wars, the legacy of the attacks, and what new controversies are on the horizon. - Extensive bibliography of key readings

Problem Solving Decision Making And Professional Judgment

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Author : Paul Brest
language : en
Publisher: Oxford University Press, USA
Release Date : 2010-06-17

Problem Solving Decision Making And Professional Judgment written by Paul Brest and has been published by Oxford University Press, USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-06-17 with Education categories.

In Problem Solving, Decision Making, and Professional Judgment: A Guide for Lawyers and Policymakers, Paul Brest and Linda Hamilton Krieger prepare students and professionals to be creative problem solvers, wise counselors, and effective decision makers. The authors provide readers with knowledge of decision theory, probability and statistics, social and cognitive psychology, and arm them against common sources of judgment error. The ultimate goal is to help readers "get it right" in their roles as professionals, citizens, and individuals.