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Pulkit Agrawal
Published: 2024
4.5
(78 reviews)
Intermediate

AI in Robotics: Learning, Design & Safety

Advanced Knowledge for Generative AI and Safe Robot Development

by Pulkit Agrawal

Categories

RoboticsAi ApplicationsProgramming

Topics Covered

AI RoboticsRobot SafetyAutonomous SystemsComputer VisionGenerative AI

About This Book

AI in Robotics: Learning, Design & Safety – Advanced Knowledge for Generative AI and Safe Robot Development" is a comprehensive guide for engineers, researchers, and professionals who aim to master the integration of Artificial Intelligence (AI) in robotics. As robots become increasingly autonomous and intelligent, understanding how AI and machine learning drive perception, control, and safe operation is essential for future-ready innovation.

This book provides an in-depth exploration of generative AI, advanced learning algorithms, and safety frameworks for robotics applications in industrial, healthcare, and consumer sectors. Readers will learn how to design AI-driven robots capable of adaptive decision-making, efficient task execution, and secure interaction with humans and environments. With a strong focus on both theory and practical implementation, this resource equips you with the knowledge to create intelligent, safe, and scalable robotic systems for real-world applications.

Inside this book, you will learn:

Comprehensive insights into AI-driven robotic learning systems, explaining how advanced machine learning algorithms enable robots to perceive, adapt, and make autonomous decisions in dynamic environments.

Detailed strategies for generative AI integration in robotics design, offering methods to create robots that can generate new solutions, learn from experience, and optimize performance over time.

Practical approaches to implementing safe robotic systems in real-world applications, covering techniques for risk assessment, fail-safe design, and compliance with global safety standards.

Exploration of robot perception and control using AI-powered frameworks, demonstrating how computer vision, sensor fusion, and predictive modeling enhance robotic accuracy, reliability, and efficiency.

Case studies showcasing AI-driven robotics across industries such as manufacturing, healthcare, and logistics, providing actionable examples of how organizations leverage robotics for automation, precision, and cost reduction.

Forward-looking perspectives on artificial general intelligence and its role in robotics, discussing how emerging AI paradigms will shape the next generation of intelligent, adaptive, and safety-first robotic systems.

This book is essential for robotics engineers, AI specialists, and innovators who seek to design intelligent machines while ensuring safety and ethical compliance.

Tags

#robotics#generative-ai#robot-safety#autonomous-systems#computer-vision

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