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Generative AI for Robotics and Autonomous Systems by Rakesh Kumar

Generative AI for Robotics and Autonomous Systems

by Rakesh Kumar
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Book cover type: Paperback
  • ISBN13: 9798327673021
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 284
  • Original Price: USD 60.0
  • Language: English
  • Edition: N/A
  • Item Weight: 381 grams
  • BISAC Subject(s): Robotics

In the ever-evolving landscape of robotics and autonomous systems, the integration of artificial intelligence has catalyzed unprecedented advancements, ushering in an era of transformative innovation. At the forefront of this revolution lies Generative AI-a cutting-edge paradigm that empowers machines not only to perceive and react to their surroundings but also to imagine, create, and innovate.

Welcome to "Generative AI for Robotics and Autonomous Systems," a comprehensive exploration into the intersection of generative artificial intelligence and robotics. This book delves into the transformative potential of generative models, offering insights, methodologies, and practical applications that redefine the capabilities of robots and autonomous systems.

As we journey through these pages, we will unravel the intricacies of generative AI, from its foundational principles to its state-of-the-art techniques. We will examine how generative models, such as Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), and autoregressive models, empower robots to perceive, reason, plan, and act in dynamic and uncertain environments.

Through insightful case studies, practical examples, and hands-on tutorials, readers will gain a deep understanding of how generative AI enhances various aspects of robotics, including perception, planning, navigation, manipulation, and collaboration. From grasping objects in cluttered spaces to navigating complex terrains, from optimizing task execution to learning adaptive behaviors-this book illuminates the myriad ways in which generative AI revolutionizes robotics and autonomous systems.

Whether you are a seasoned roboticist, an aspiring AI engineer, or a curious enthusiast, "Generative AI for Robotics and Autonomous Systems" invites you to embark on a transformative journey at the intersection of artificial intelligence and robotics. Together, let us unlock the boundless potential of generative AI, shaping a future where robots and autonomous systems seamlessly navigate, adapt, and excel in the complexities of our world.

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