Generative AI for Robotics and Autonomous Systems (生成式人工智慧於機器人與自主系統的應用)
Kumar, Rakesh
- 出版商: Independently Published
- 出版日期: 2024-06-05
- 售價: $2,300
- 貴賓價: 9.5 折 $2,185
- 語言: 英文
- 頁數: 284
- 裝訂: Quality Paper - also called trade paper
- ISBN: 9798327673021
- ISBN-13: 9798327673021
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相關分類:
人工智慧、機器人製作 Robots
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相關主題
商品描述
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.
商品描述(中文翻譯)
在不斷演變的機器人和自主系統領域中，人工智慧的整合催生了前所未有的進步，開創了一個變革性創新的時代。在這場革命的最前沿是生成式人工智慧——一種尖端的範式，使機器不僅能夠感知和反應周遭環境，還能夠想像、創造和創新。
歡迎來到《生成式人工智慧在機器人和自主系統中的應用》，這是一本全面探討生成式人工智慧與機器人交集的著作。本書深入探討生成模型的變革潛力，提供重新定義機器人和自主系統能力的見解、方法論和實際應用。
在我們的旅程中，將揭開生成式人工智慧的複雜性，從其基本原則到最先進的技術。我們將檢視生成模型，如生成對抗網絡（GANs）、變分自編碼器（VAEs）和自回歸模型，如何使機器人能夠在動態和不確定的環境中感知、推理、計劃和行動。
透過深入的案例研究、實際範例和動手教學，讀者將深入了解生成式人工智慧如何增強機器人的各個方面，包括感知、計劃、導航、操作和協作。從在雜亂空間中抓取物體到在複雜地形中導航，從優化任務執行到學習自適應行為——本書闡明了生成式人工智慧如何徹底改變機器人和自主系統的多種方式。
無論您是資深的機器人專家、渴望成為AI工程師的新人，還是充滿好奇的愛好者，《生成式人工智慧在機器人和自主系統中的應用》都邀請您踏上這場在人工智慧與機器人交匯處的變革之旅。讓我們共同開啟生成式人工智慧的無限潛力，塑造一個機器人和自主系統能夠無縫導航、適應並在我們世界的複雜性中卓越表現的未來。
