Advanced Artificial Intelligence And Robotics: 1. Foundation Of Ai, 2. Searching Based Problem Solving, 3. Knowledge Representation 4. Understanding Natural Languages 5. Expert System 6. Introductions To Robotics

Description

The book is divided into six chapters. The behavioral perspective of “human cognition” is covered first, followed by a detailed discussion of the instruments and methods needed to make it intelligently possible for machines. Enough information has been addressed in the traditional chapters on search, symbolic logic, planning, and machine learning, including the most recent studies on the topics. The contemporary facets of soft computing have been presented from the very beginning and covered in a way that is somewhat informal, making it easy for a novice to understand. Non-monotonic and spatiotemporal reasoning, knowledge acquisition, verification, Non-monotonic and spatiotemporal thinking, knowledge acquisition, verification, validation, and maintenance challenges, the realization of cognition on machines, and the design of AI machines are among the topics of AI research that are discussed in the book. The two case studies that conclude the book—one on “criminal investigation of expert systems” and the other on “navigational planning of robots”—focus mostly on the implementation of intelligent systems through the use of the techniques discussed in the book.