Cognitive Architectures : Exploring the Foundations, Theories, and Practical Applications of Human-Like Intelligence Systems in AI, Robotics, and Beyond by May Sherry
English | August 7, 2024 | ISBN: N/A | ASIN: B0DCJ41RXS | 101 pages | EPUB | 1.08 Mb
Free Download Unlock the complexities of human cognition and its replication in artificial systems with Cognitive Architectures. This comprehensive guide delves into the fundamental principles, key theories, and practical applications of cognitive architectures, offering a deep dive into how these frameworks simulate human-like intelligence and behavior.
In this book, you will explore:
* Foundations of Cognitive Architectures: Understand the core concepts and historical evolution of cognitive science and its impact on designing intelligent systems. Gain insights into foundational theories and models that have shaped the field.
* Major Cognitive Architectures: Learn about prominent cognitive architectures such as SOAR, ACT-R, and CLARION. Each chapter provides an in-depth analysis of their structure, functionality, and real-world applications, supported by case studies and practical examples.
* Applications in AI and Robotics: Discover how cognitive architectures are revolutionizing artificial intelligence and robotics. Explore their role in developing autonomous systems, enhancing human-computer interactions, and creating intelligent agents that mimic human cognitive processes.
* Challenges and Limitations: Examine the technical, psychological, and ethical challenges faced by researchers and practitioners in the field. Understand the limitations of current cognitive architectures and the ongoing efforts to overcome them.
* Future Directions: Explore emerging trends and future possibilities in cognitive architectures. From advancements in neuroscience and quantum computing to their potential impact on various sectors, this section offers a forward-looking perspective on where the field is headed.
Cognitive Architectures provides a thorough understanding of how human-like intelligence systems are designed, implemented, and utilized. With its clear explanations, detailed case studies, and forward-thinking insights, this book is an essential resource for anyone interested in the intersection of cognitive science, artificial intelligence, and robotics.
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