Zero to Hero with Reinforcement Learning: Mastering AI: The Essentials of Reinforcement Learning
Zero to Hero with Reinforcement Learning: Mastering AI: The Essentials of Reinforcement Learning by Richard A. Mann
English | April 12, 2024 | ISBN: N/A | ASIN: B0CXNLX6K6 | 86 pages | EPUB | 1.44 Mb
English | April 12, 2024 | ISBN: N/A | ASIN: B0CXNLX6K6 | 86 pages | EPUB | 1.44 Mb
“Zero to Hero with Reinforcement Learning: Mastering AI" guides readers through the essential concepts and practical applications of Reinforcement Learning (RL), a key technology driving advancements in AI. Starting with the basic principles and history of RL, this book introduces you to the core concepts such as agents, environments, states, actions, and rewards, setting the stage for deeper learning. Progressing through foundational algorithms and the integration of deep learning, the text illuminates the path from theory to application in areas like robotics, autonomous vehicles, and game playing. Ethical considerations and future directions of RL are discussed, providing a comprehensive overview for anyone looking to understand or advance in the field of artificial intelligence.