State-of-the-Art Robotics and Robotic Systems: With Deep Reinforcement Learning and Generative AI Applications

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Language

English

Genre

Technology

Published

July 17, 2025

Synopsis

State-of-the-Art Robotics and Robotic Systems: With Deep Reinforcement Learning and Generative AI Applications, authored by Vikram Singh Sankhala, delves into the transformative fusion of advanced AI techniques with modern robotics. The book meticulously details how Deep Reinforcement Learning (DRL) and Generative AI are revolutionizing autonomous systems, enabling robots to move beyond pre-programmed functions. It explores core DRL concepts and algorithms applied to robotic manipulation and navigation, alongside Generative AI's role in designing adaptive behaviors and optimizing multi-robot coordination. Sankhala bridges the gap between cutting-edge research and practical implementation, showcasing industry use cases in manufacturing, healthcare, logistics, and disaster response, while also addressing critical emerging trends like sim-to-real transfer and digital twins. The narrative is driven by the motivation to document and synthesize these advancements, fostering innovation by connecting foundational theory with hands-on case studies for both researchers and practitioners. The core message empowers industry professionals and engineers by equipping them with advanced knowledge in DRL and generative AI for robotics, inspiring interdisciplinary innovation, and promoting responsible, ethical development. It aims to bridge research and practical application by offering actionable insights and case studies that can be directly applied to real-world projects. The book's approach, influenced by Sankhala's unique analytical perspective and the branding term 'Solinexta Advanced Robotics,' emphasizes a data-driven, technologically advanced, yet ethically conscious approach to the future of intelligent autonomous systems. It seeks to inspire and equip future leaders in robotics, fostering a vision for positive impact and providing the practical tools necessary to contribute meaningfully to the evolution of AI-driven robotics.

About the Author

VSS

Vikram Singh Sankhala

Vikram Singh Sankhala offers a unique analytical perspective, merging Vedic astrology with modern scientific frameworks. His expertise in multi-modal AI, agentic systems, and data-driven solutions allows him to decode ancient principles through cutting-edge technology. Sankhala's innovative approach bridges ancient knowledge systems with contemporary visualization techniques, making complex concepts accessible and providing practical, evidence-based guidance for personal and professional growth. He views Vedic astrology as 'humanity's oldest data science' and is dedicated to unlocking its timeless insights using today's analytical tools.

State-of-the-Art Robotics and Robotic Systems: With Deep Reinforcement Learning and Generative AI Applications

Synopsis

About the Author

Vikram Singh Sankhala

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