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Cognitive Robotics

2022-05-17 Technology & Engineering
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Release : 2022-05-17
Genre : Technology & Engineering
Kind : eBook
Book Rating : 830/5 ( reviews)

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Book Synopsis Cognitive Robotics by : Angelo Cangelosi

Download or read book Cognitive Robotics written by Angelo Cangelosi. This book was released on 2022-05-17. Available in PDF, EPUB and Kindle. Book excerpt: The current state of the art in cognitive robotics, covering the challenges of building AI-powered intelligent robots inspired by natural cognitive systems. A novel approach to building AI-powered intelligent robots takes inspiration from the way natural cognitive systems—in humans, animals, and biological systems—develop intelligence by exploiting the full power of interactions between body and brain, the physical and social environment in which they live, and phylogenetic, developmental, and learning dynamics. This volume reports on the current state of the art in cognitive robotics, offering the first comprehensive coverage of building robots inspired by natural cognitive systems. Contributors first provide a systematic definition of cognitive robotics and a history of developments in the field. They describe in detail five main approaches: developmental, neuro, evolutionary, swarm, and soft robotics. They go on to consider methodologies and concepts, treating topics that include commonly used cognitive robotics platforms and robot simulators, biomimetic skin as an example of a hardware-based approach, machine-learning methods, and cognitive architecture. Finally, they cover the behavioral and cognitive capabilities of a variety of models, experiments, and applications, looking at issues that range from intrinsic motivation and perception to robot consciousness. Cognitive Robotics is aimed at an interdisciplinary audience, balancing technical details and examples for the computational reader with theoretical and experimental findings for the empirical scientist.

Cognitive Robotics

2015-10-16 Computers
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Release : 2015-10-16
Genre : Computers
Kind : eBook
Book Rating : 578/5 ( reviews)

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Book Synopsis Cognitive Robotics by : Hooman Samani

Download or read book Cognitive Robotics written by Hooman Samani. This book was released on 2015-10-16. Available in PDF, EPUB and Kindle. Book excerpt: The kimono-clad android robot that recently made its debut as the new greeter at the entrance of Tokyo's Mitsukoshi department store is just one example of the rapid advancements being made in the field of robotics.Cognitive robotics is an approach to creating artificial intelligence in robots by enabling them to learn from and respond to real-worl

Cognitive Robotics & Control

2020-06-16 Technology & Engineering
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Release : 2020-06-16
Genre : Technology & Engineering
Kind : eBook
Book Rating : 461/5 ( reviews)

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Book Synopsis Cognitive Robotics & Control by : Cecilio Angulo

Download or read book Cognitive Robotics & Control written by Cecilio Angulo. This book was released on 2020-06-16. Available in PDF, EPUB and Kindle. Book excerpt: Robotics and control are both research and application domains that have been frequently engineered through the use of interdisciplinary approaches like cybernetics. Cognition is a particular concept of this approach, abstracted from the context of living organisms to that of artificial devices, and is concerned with knowledge acquisition and understanding through thought, experience, and the senses. Cognitive robotics and control refer to knowledge processing as much as knowledge generation from problem understanding, leading to special forms of architectures that enable systems to behave in an autonomous way. The main aim of this book is to highlight emerging applications and address recent breakthroughs in the domain of cognitive robotics and control and related areas. Procedures, algorithms, architectures, and implementations for reasoning, problem solving, or decision making are considered in the domain of robotics and control.

Natural Language Understanding and Cognitive Robotics

2019-12-06 Technology & Engineering
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Release : 2019-12-06
Genre : Technology & Engineering
Kind : eBook
Book Rating : 05X/5 ( reviews)

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Book Synopsis Natural Language Understanding and Cognitive Robotics by : Masao Yokota

Download or read book Natural Language Understanding and Cognitive Robotics written by Masao Yokota. This book was released on 2019-12-06. Available in PDF, EPUB and Kindle. Book excerpt: In the not so distant future, we can expect a world where humans and robots coexist and interact with each other. For this to occur, we need to understand human traits, such as seeing, hearing, thinking, speaking, etc., and institute these traits in robots. The most essential feature necessary for robots to achieve is that of integrative multimedia understanding (IMU) which occurs naturally in humans. It allows us to assimilate pieces of information expressed through different modes such as speech, pictures, gestures, etc. The book describes how robots acquire traits like natural language understanding (NLU) as the central part of IMU. Mental image directed semantic theory (MIDST) is its core, and is based on the hypothesis that NLU is essentially the processing of mental image associated with natural language expressions, namely, mental-image based understanding (MBU). MIDST is intended to model omnisensory mental image in human and to afford a knowledge representation system in order for integrative management of knowledge subjective to cognitive mechanisms of intelligent entities such as humans and robots based on a mental image model visualized as ‘Loci in Attribute Spaces’ and its description language Lmd (mental image description language) to be employed for predicate logic with a systematic scheme for symbol-grounding. This language works as an interlingua among various kinds of information media, and has been applied to several versions of the intelligent system interlingual understanding model aiming at general system (IMAGES). Its latest version, i.e. conversation management system (CMS) simulates MBU and comprehends the user’s intention through dialogue to find and solve problems, and finally, provides a response in text or animation. The book is aimed at researchers and students interested in artificial intelligence, robotics, and cognitive science. Based on philosophical considerations, the methodology will also have an appeal in linguistics, psychology, ontology, geography, and cartography. Key Features: Describes the methodology to provide robots with human-like capability of natural language understanding (NLU) as the central part of IMU Uses methodology that also relates to linguistics, psychology, ontology, geography, and cartography Examines current trends in machine translation

Behavioral and Cognitive Robotics: An adaptive perspective

2021-01-15 Technology & Engineering
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Release : 2021-01-15
Genre : Technology & Engineering
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Behavioral and Cognitive Robotics: An adaptive perspective by : Stefano Nolfi

Download or read book Behavioral and Cognitive Robotics: An adaptive perspective written by Stefano Nolfi. This book was released on 2021-01-15. Available in PDF, EPUB and Kindle. Book excerpt: This book describes how to create robots capable to develop the behavioral and cognitive skills required to perform a task through machine learning methods. It focuses on model-free approaches with minimal human intervention in which the behavior used by the robots to solve their task and the way in which such behavior is produced is discovered by the adaptive process automatically, i.e. it is not specified by the experimenter. The book, which is targeted toward researchers, PhD and Master students with an interest in machine learning and robotics: (i) introduces autonomous robots, evolutionary algorithms, reinforcement learning algorithms, and learning by demonstration methods, (ii) uses concrete experiments to illustrate the fundamental aspects of embodied intelligence, (iii) provides theoretical and practical knowledge, including tutorials and exercises, and (iv) provides an integrated review of recent research in this area carried within partially separated research communities.

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