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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Technik Elektronik, Elektro- und Nachrichtentechnik Artificial Intelligence for Robotics and Autonomous Systems Applications
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Artificial Intelligence for Robotics and Autonomous Systems Applications
(Broschiert, Englisch)
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Beschreibung
This book addresses many applications of artificial intelligence in robotics, namely AI using visual and motional input. Robotic technology has made significant contributions to daily living, industrial uses, and medicinal applications. Machine learning, in particular, is critical for intelligent robots or unmanned/autonomous systems such as UAVs, UGVs, UUVs, cooperative robots, and so on. Humans… are distinguished from animals by capacities such as receiving visual information, adjusting to uncertain circumstances, and making decisions to take action in a complex system. Significant progress has been made in robotics toward human-like intelligence; yet, there are still numerous unresolved issues. Deep learning, reinforcement learning, real-time learning, swarm intelligence, and other developing approaches such as tiny-ML have been developed in recent decades and used in robotics. Artificial intelligence is being integrated into robots in order to develop advanced robotics capable of performing multiple tasks and learning new things with a better perception of the environment, allowing robots to perform critical tasks with human-like vision to detect or recognize various objects. Intelligent robots have been successfully constructed using machine learning and deep learning AI technology. Robotics performance is improving as higher quality, and more precise machine learning processes are used to train computer vision models to recognize different things and carry out operations correctly with the desired outcome. We believe that the increasing demands and challenges offered by real-world robotic applications encourage academic research in both artificial intelligence and robotics. The goal of this book is to bring together scientists, specialists, and engineers from around the world to present and share their most recent research findings and new ideas on artificial intelligence in robotics. 149,79 €
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Technische Daten
Erscheinungsdatum
17.05.2024
Sprache
Englisch
EAN
9783031287176
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Studies in Computational Intelligence
Sonderedition
Nein
Seitenanzahl
486
Auflage
1
Einbandart
Broschiert
Schlagwörter
Autonomous Vehicle Interaction, Advanced Sensor Systems for Autonomous Vehicles, Monitoring and Control in Autonomous Vehicles, Computer Vision, Control Systems, Deep Leaning, Deep Reinforcement Learning, Robotic Evolutionary Computing, Navigation and Path Planning, Path Planning, Sensor Fusion, Security for Autonomous Vehicle
Thema-Inhalt
TJFM - Regelungstechnik
UYQ - Künstliche Intelligenz
TJFM1 - Robotik
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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