From Robots To Reasoning
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Reasoning Robots
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Author : Michael Thielscher
language : en
Publisher: Springer Science & Business Media
Release Date : 2005-07-05
Reasoning Robots written by Michael Thielscher 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 2005-07-05 with Philosophy categories.
The creation of intelligent robots is surely one of the most exciting and ch- lenginggoals of Arti?cial Intelligence. A robot is, ?rst of all, nothing but an inanimate machine with motors and sensors. In order to bring life to it, the machine needs to be programmed so as to make active use of its hardware c- ponents. This turns a machine into an autonomous robot. Since about the mid nineties of the past century, robot programming has made impressive progress. State-of-the-art robots are able to orient themselves and move around freely in indoor environments or negotiate di?cult outdoor terrains, they can use stereo vision to recognize objects, and they are capable of simple object manipulation with the help of arti?cial extremities. At a time where robots perform these tasks more and more reliably,weare ready to pursue the next big step, which is to turn autonomous machines into reasoning robots.Areasoning robot exhibits higher cognitive capabilities like following complex and long-term strategies, making rational decisions on a high level, drawing logical conclusions from sensor information acquired over time, devising suitable plans, and reacting sensibly in unexpected situations. All of these capabilities are characteristics of human-like intelligence and ultimately distinguish truly intelligent robots from mere autonomous machines.
Robots Reasoning And Reification
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Author : James P. Gunderson
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-12-17
Robots Reasoning And Reification written by James P. Gunderson 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 2008-12-17 with Computers categories.
This work was created from the statement “But, all you have to do is make the robot recognize its surroundings. Salamanders do it, and how complex are they?” Little did we know what a long path was started with those simple words. This book is a small step on that path, which we hope leads to robots that can serve as true and useful assistants to humans. At the least, we hope for some help with the tasks that are described by the 3 d**** words (dull, dirty, or dangerous). Fair warning, this work is a synthesis of ideas from many disciplines. As such, we have depended on the work of many other researchers and philosophers. The heart of this work, the lens model, comes from the work of Egon Brunswik. Even though he died in the 1950’s, his ideas are still strong enough to resonate into the 2000’s and into our robot. Another researcher who’s work has greatly in?uenced this work is Walter Freeman, Professor Emeritus of Neurobiology at the University of California, Berkeley. We have relied heavily on his work on preafference and attention to guide the development of our robot. In addition, we have used research from a myriad of different ?elds. Our huge thanks to all the researchers who’s work we used to synthesize this new theory. Denver, CO Louise F. Gunderson July 2008 James P.
Cognitive Reasoning For Compliant Robot Manipulation
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Author : Daniel Sebastian Leidner
language : en
Publisher: Springer
Release Date : 2018-12-08
Cognitive Reasoning For Compliant Robot Manipulation written by Daniel Sebastian Leidner and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-12-08 with Technology & Engineering categories.
In order to achieve human-like performance, this book covers the four steps of reasoning a robot must provide in the concept of intelligent physical compliance: to represent, plan, execute, and interpret compliant manipulation tasks. A classification of manipulation tasks is conducted to identify the central research questions of the addressed topic. It is investigated how symbolic task descriptions can be translated into meaningful robot commands.Among others, the developed concept is applied in an actual space robotics mission, in which an astronaut aboard the International Space Station (ISS) commands the humanoid robot Rollin' Justin to maintain a Martian solar panel farm in a mock-up environment
From Robots To Reasoning
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Author : StoryBuddiesPlay
language : en
Publisher: StoryBuddiesPlay
Release Date : 2024-04-25
From Robots To Reasoning written by StoryBuddiesPlay and has been published by StoryBuddiesPlay this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-25 with Computers categories.
Unleash the Power of Artificial General Intelligence: Demystifying the Learning Landscape, Exploring Societal Impact, and Envisioning the Future Are you intrigued by the possibility of machines that can think and learn like humans? Dive into the captivating world of Artificial General Intelligence (AGI) with this comprehensive guide. This book unveils the different machine learning paradigms that hold the key to achieving AGI, explores the potential impact of AGI on society, and provides a glimpse into the exciting future that lies ahead. Demystifying the Learning Landscape: Embark on a journey through the diverse machine learning paradigms – supervised learning, unsupervised learning, and reinforcement learning – and grasp their unique strengths in empowering machines to learn from data. Delve into the fascinating world of Deep Learning, exploring the power of Artificial Neural Networks (ANNs) like Convolutional Neural Networks (CNNs) for image recognition, Recurrent Neural Networks (RNNs) for sequential data, and Generative Adversarial Networks (GANs) for data generation. Discover how Symbolic AI, with its focus on logic and knowledge representation, complements Deep Learning, paving the way for more robust and versatile intelligent systems. Exploring the Societal Impact: Uncover the potential benefits of AGI for scientific discovery, technological advancement, and revolutionizing various fields like medicine, materials science, and energy exploration. Consider the impact of AGI on the future of work, exploring the potential for job displacement alongside the emergence of new opportunities for human-machine collaboration. Grapple with the ethical considerations surrounding AGI, including ensuring fairness in decision-making, control and ownership of powerful AI systems, and developing robust frameworks for responsible AI development. Envisioning the Future: Explore the ongoing challenges in the quest for AGI, such as achieving true generality and the intriguing question of artificial consciousness. Witness the potential for AGI to collaborate with humans on complex endeavors, leading to breakthroughs in healthcare, sustainable energy, and environmental protection. Understand the importance of a multidisciplinary approach and international collaboration in navigating the ethical and societal implications of AGI. This book is your gateway to understanding AGI – its potential, its challenges, and its exciting possibilities for the future. Whether you're a student, a researcher, or simply curious about the future of artificial intelligence, this book equips you with the knowledge to engage in informed discussions and prepare for the transformative impact of AGI on our world.
Spatial Representation And Reasoning For Robot Mapping
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Author : Diedrich Wolter
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-07-23
Spatial Representation And Reasoning For Robot Mapping written by Diedrich Wolter 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 2008-07-23 with Technology & Engineering categories.
This book demonstrates bene?ts of abstract and qualitative reasoning that have not received much attention in the context of autonomous robotics before. Bremen, Christian Freksa December 2007 Director of the SFB/TR 8 Spatial Cognition Preface This book addresses spatial representations and reasoning techniques for - bile robot mapping, providing an analysis of fundamental representations and processes involved. A spatial representation based on shape information is p- posed and shape analysis techniques are developed to tackle the correspondence problem in robot mapping. A general mathematical formulation is presented to provide the formal ground for an e?cient matching of con?gurations of objects. This book is a slightly revised version of my doctoral thesis submitted to the Faculty of Mathematics and Computer Science of the University of Bremen, Germany. Manycontributeto the developmentofa dissertation,butsomeofthemstand out. Christian Freksa, I thank you for supporting and encouraging my work, for introducing me to interdisciplinary work, for giving me the freedom to develop this dissertation, and for providing an enjoyable atmosphere to work in. Longin Jan Latecki, thank you for countless in-depth discussions helping me to develop andtopositionmywork,forthefruitfulcollaboration,andformakingaresearch stay possible that has been very valuable to me. I thank the research groups in Bremen and Philadelphia for helpful discussions and feedback, in particular Jan Oliver Wallgrun. ̈ I also thank Kai-Florian Richter, Sven Bertel, and Lutz Frommberger for feedback on this work. Robert Ross, thank you for helping to proof-read this dissertation.
Representation Reasoning How Artificial Intelligence Makes Choices Fun Picture Book For K 2 Ai Me Series
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Author : ReadyAI
language : en
Publisher: Ready AI LLC
Release Date : 2020-10-19
Representation Reasoning How Artificial Intelligence Makes Choices Fun Picture Book For K 2 Ai Me Series written by ReadyAI and has been published by Ready AI LLC this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-19 with Education categories.
Is your child interested in sci-fi, robots, or video games? Is your kid fascinated by smart home assistants and the prospect of self-driving cars? Time to turn that enthusiasm into action and engage with the exciting world of artificial intelligence! AI+Me is a series designed to introduce the 5 Big Ideas of Artificial Intelligence to young learners. Students take a deep dive into the Five Big Ideas of AI (Perception, Representation and Reasoning, Learning, Natural Interaction, and Societal Impact). This is the 2nd book in the AI+Me series focused on Representation and Reasoning. The series is recommended for K-2 students. Why should children be educated about AI? Learning AI opens up a world of opportunities. As the fastest growing area of computer science, AI will become the most important change force when our children grow up so it is critical they learn about it early. AI is fun! The field of AI started with scientists making computers learn to play games. AI is an incredibly fun way to introduce kids to programming and pique their interest in advanced topics like deep learning. Lastly, a topic like AI naturally opens up discussions about our humanity. In our curriculum, we dig deep into questions like “does AI positively or negatively impact society?” In doing so we aim to develop critical thinking skills and encourage students to reflect deeply. Benefits of AI education: - Gets children interested in #STEM education - Improves their problem-solving and critical-thinking skills - Builds their understanding of the tech tools that’ll shape their future - Starts important conversations about the future of humanity What are educators saying: “I really love these books. I think they are absolutely beautiful and very visually engaging ways for students to learn about artificial intelligence. I like how they progress through the topic and terms related to artificial intelligence and help students to attach meaning to what they are learning by the different examples and step-by-step ways that students build their understanding through the book.” - Rachelle Dene Poth, Author of In Other Words, Unconventional, The Future is Now, and Chart a New Course. What are parents saying: “My 1st grader loves this book. She already is really interested in computers, but this book got her thinking about how we actually tell emotions. She started using her camera on her computer to record different expressions.” “My son learned ReadyAI courses before. I let his friend read AI+Me big idea 1. Surprisingly, both of them finished reading the book, with a lot of interest! I Will recommend this book for elementary school students.” “I have been looking for fun ways to introduce AI to my kid, and this definitely nailed it.”
A Hybrid Deliberative Layer For Robotic Agents
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Author : Ronny Hartanto
language : en
Publisher: Springer
Release Date : 2011-07-18
A Hybrid Deliberative Layer For Robotic Agents written by Ronny Hartanto and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-07-18 with Computers categories.
The Hybrid Deliberative Layer (HDL) solves the problem that an intelligent agent faces in dealing with a large amount of information which may or may not be useful in generating a plan to achieve a goal. The information, that an agent may need, is acquired and stored in the DL model. Thus, the HDL is used as the main knowledge base system for the agent. In this work, a novel approach which amalgamates Description Logic (DL) reasoning with Hierarchical Task Network (HTN) planning is introduced. An analysis of the performance of the approach has been conducted and the results show that this approach yields significantly smaller planning problem descriptions than those generated by current representations in HTN planning.
Reasoning With Uncertainty In Robotics
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Author : Leo Dorst
language : en
Publisher: Lecture Notes in Artificial Intelligence
Release Date : 1996-06-12
Reasoning With Uncertainty In Robotics written by Leo Dorst and has been published by Lecture Notes in Artificial Intelligence this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996-06-12 with Computers categories.
This book presents the refereed proceedings of the International Workshop on Reasoning with Uncertainty in Robotics, RUR'95, held in Amsterdam, The Netherlands, in December 1995. The book contains 13 revised full papers carefully selected for presentation during the workshop together with six invited papers. Also included are two comprehensive tutorial texts and an introduction by the volume editors. Thus the book is both a competent state-of-the-art report on current research and development and a valuable survey and introduction for researchers entering the area or professionals interested in the application of up-to-date techniques.
Blended Cognition
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Author : Jordi Vallverdú
language : en
Publisher: Springer
Release Date : 2019-04-12
Blended Cognition written by Jordi Vallverdú and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-12 with Medical categories.
This edited volume is about how unprejudiced approaches to real human cognition can improve the design of AI. It covers many aspects of human cognition and across 12 chapters the reader can explore multiple approaches about the complexities of human cognitive skills and reasoning, always guided by experts from different but complimentary academic fields. A central concept is explained: blended cognition, the natural skill of human beings for combining constantly different heuristics during their several task-solving activities. Something that was sometimes observed like a problem as “bad reasoning”, is now the central key for the understanding of the richness, adaptability and creativity of human cognition. The topic of this book connects in a significant way with the disciplines of psychology, neurology, anthropology, philosophy, logics, engineering, logics, and AI. In a nutshell: understanding better humans for designing better machines. Any person with interests on natural and artificial reasoning should read this book as a primary source of inspiration and a way to achieve a critical thinking on these topics.
Qualitative Spatial Reasoning
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Author : M. Teresa Escrig
language : en
Publisher:
Release Date : 1998
Qualitative Spatial Reasoning written by M. Teresa Escrig and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Artificial intelligence categories.
