Knowledge-Based Agents and Reasoning
- AI systems use knowledge-based agents that infer new representations to reason about complex problems
- These agents enable more flexible, adaptable behavior in dynamic environments, beyond simple task-solving
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Stuart Russell and Peter Norvig's Artificial Intelligence: A Modern Approach (4th Edition) explores the development of AI systems, focusing on rational agents, machine learning, and decision-making under uncertainty. It emphasizes AI's shift from rule-based to learning systems, highlighting the ethical implications of AI control. The book is essential for understanding modern AI technologies and their societal impact.
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