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: Includes dedicated chapters on Machine Learning and Deep Learning .

While Q-Learning existed before, the new edition expands on Deep Q-Networks (DQN) and Policy Gradient methods, reflecting the technology behind AlphaGo and autonomous vehicles. yapay zeka vasif nabiyev pdf new

This article promotes legal acquisition of copyrighted material. The author does not host or link to pirated PDF files. : Includes dedicated chapters on Machine Learning and

The transition from classical algorithms—which follow a rigid set of instructions—to intelligent algorithms—which learn and adapt, represents a paradigm shift in computer science. This paper outlines the core components of AI as taught in advanced engineering programs: Search Strategies, Knowledge Representation, Machine Learning, and Neural Networks. and Neural Networks.