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English | 2025 | ISBN: 9819819423 | 359 pages | True PDF | 9.28 MB
This book provides a comprehensive, up-to-date, and rigorously detailed introduction to Non-Axiomatic Logic (NAL), a groundbreaking framework for adaptive systems operating under conditions of insufficient knowledge and resources. Designed according to the principles of human cognition, NAL serves as a cornerstone for advancing general-purpose Artificial Intelligence while addressing many topics in logic, psychology, linguistics, philosophy, and computer science.
Now fully expanded into a textbook format, this second edition builds on the foundation of the 2013 lecture notes-style first edition, transforming it into an ideal resource for one-semester graduate or upper-level undergraduate courses. Retaining the original structure while significantly enhancing accessibility and depth, this edition features
# New theoretical advancements in NAL design, particularly in later chapters.
# Clearer exposition of core concepts, including the rationale behind NAL's formalism.
# Practical insights into key design choices for computer implementations.
# Enhanced pedagogy: Detailed examples, chapter summaries, and end-of-chapter exercises to reinforce learning.
# Critical context: Footnotes comparing NAL to alternative models and exploring advanced topics.
# Meticulous revisions: Corrections of errors and typos for improved accuracy.
Readers with a college-level background in AI, computer science, or mathematical logic will find this book indispensable for understanding the principles and applications of NAL in AI development.
