Physics of Artificial Intelligence: Theory And Applications by Achint Kumar
English | June 19, 2024 | ISBN: N/A | ASIN: B0D7LVNS5F | PDF | 6.61 Mb
Explore the fascinating intersection of physics and artificial intelligence in "The Physics of Artificial Intelligence." This book offers a deep dive into the foundational physics principles that shape and influence the development of AI technologies. From the complex dynamics of spin glass physics and graph coloring in statistical mechanics to cutting-edge deep learning algorithms like variational autoencoders and maximum entropy reinforcement learning, this book provides a comprehensive exploration that is both rigorous and accessible.
Delve into graphical models and basic machine learning concepts through the lens of physics, uncovering the essential roles that theories of entropy and complexity play in understanding and advancing AI. Whether you're a student of physics, an AI researcher, or an enthusiast eager to understand how fundamental scientific principles impact modern technology, this book offers you a unique blend of theoretical insights and practical applications.
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