Intelligent Robotics and Autonomous Agents series - Neurorobotics Ebook Tooltip Connecting the Brain, Body, and Environment

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  • Engels
  • E-book
  • 9780262370530
  • 29 november 2022
  • Adobe ePub
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An introduction to neurorobotics that presents approaches and design principles for developing intelligent autonomous systems grounded in biology and neuroscience.

Neurorobotics is an interdisciplinary field that draws on artificial intelligence, cognitive sciences, computer science, engineering, psychology, neuroscience, and robotics. Because the brain is closely coupled to the body and situated in the environment, neurorobots—autonomous systems modeled after some aspect of the brain—offer a powerful tool for studying neural function and may also be a means for developing autonomous systems with intelligence that rivals that of biological organisms. This textbook introduces approaches and design principles for developing intelligent autonomous systems grounded in biology and neuroscience. It is written for anyone interested in learning about this topic and can be used in cognitive robotics courses for students in psychology, cognitive science, and computer science.

Neurorobotics covers the background and foundations of the field, with information on early neurorobots, relevant principles of neuroscience, learning rules and mechanisms, and reinforcement learning and prediction; neurorobot design principles grounded in neuroscience and principles of neuroscience research; and examples of neurorobots for navigation, developmental robotics, and social robots, presented with the cognitive science and neuroscience background that inspired them. A supplementary website offers videos, robot simulations, and links to software repositories with neurorobot examples.

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en
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E-book
Oorspronkelijke releasedatum
29 november 2022
Ebook Formaat
Adobe ePub

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Hoofdauteur
Tiffany J. Hwu
Tweede Auteur
Jeffrey L. Krichmar
Hoofduitgeverij
The Mit Press

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