Elakkiya

Gebundenes Buch

Cognitive Analytics and Reinforcement Learning

Theories, Techniques and Applications

Herausgeber: R, Elakkiya; V, Subramaniyaswamy

Beschreibung

Delve into cognitive analysis, a comprehensive exploration of artificial intelligence and data analytics. This book illustrates advanced techniques and how reinforcement learning concepts are applied across various domains. It provides readers with a broad perspective on the potential that emerges when cognition and reinforcement band together. Learn more about the latest advancements in AI and machine learning, including transforming healthcare by enabling smarter diagnosis and treatment decisions to enhance the efficiency of smart cities through dynamic decision control and predicting optimal moves in complex scenarios. This book also explores: - Each chapter contains a narrative of innovation, ranging from the improvement of prediction models to optimizing resource allocation, from identifying healthcare problems to transforming smart cities - Sheds light on the development of cognitive-enhanced reinforcement learning and all of its numerous uses - Explores ideas, methods, and real-world applications that influence the development of cognitive analytics and reinforcement learning - Captures the essence of reinforcement learning and cognitive analytics

Autor

Elakkiya R., PhD, is an assistant professor in the Department of Computer Science at the Birla Institute of Technology & Science in Dubai, UAE. She received a Ph.D. in 2018 and did her doctoral research in sign language recognition. Her research focuses on addressing trending issues in computer science, mathematics, and engineering. Along with publishing two books, 50 research articles, and three patents, she is an editor of the Information Engineering and Applied Computing journal. She received the Young Achiever Award in 2019. Subramaniyaswamy V., PhD, is a professor at the School of Computing at SASTRA Deemed University in Tamilnadu, India. He received a Ph.D. from Anna University in 2013. His research areas include cognitive computing, reinforced learning, recommender systems, artificial intelligence, and the Internet of Things. He has published more than 200 research papers and book chapters in international journals and books.

Produktdetails

• Verlag: Wiley
• Seitenzahl: 384
• Erscheinungstermin: 19. April 2024
• Englisch
• Abmessung: 231mm x 152mm x 25mm
• Gewicht: 674g
• ISBN-13: 9781394214037
• ISBN-10: 1394214030
• Artikelnr.: 70103255