Artificial Intelligence - Transcending Traditional Paradigms

Artificial Intelligence: Transcending Traditional Paradigms is a significant new introductory text for undergraduate and graduate course use. It introduces students and professionals to the state-of-the-art development of Artificial Intelligence techniques to develop smart real-world solutions. As an active researcher, the author presents the material authoritatively and with insights that reflect a modern, firsthand understanding of the field.
Artificial intelligence is a science still in its infancy, and that makes it special. It s not like more established fields, and the author has tried in writing this textbook to honour this characteristic and the ways it makes AI unique.

List of contents

Foundational landscape.- Technological progression Handcrafted knowledge.- Machine learning.- Deep learning.- Reinforcement learning.- Generative AI.- AI agents.- Cognitive AI.- Neuro-symbolic AI.- Embodied intelligence.- Quantum artificial intelligence.- Techniques to build AI systems.- Continual learning.- Explainability in AI.

Product details

• Authors: Rajendra Akerkar
• Publisher: Springer, Berlin
• Languages: English, German
• Product format: Hardback
• Release: 11.09.2025
• EAN: 9783031910838
• ISBN: 978-3-0-3191083-8
• No. of pages: 250
• Illustrations: Approx. 250 p. 30 illus.
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > Operating systems, user interfaces; Künstliche Intelligenz, Artificial Intelligence, User Interfaces and Human Computer Interaction, Generative AI, Intelligent Systems, Responsible AI, Autonomous AI, Embodied AI