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    Artificial Intelligence

    Belief States in Probabilistic Planning: Foundations, Techniques, and Real‑World Applications

    A deep dive into belief states: the cornerstone of planning under uncertainty. Explore theory, representation, updates, and industry cases in this definitive guide.

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    State Representation in AI Planning: Strategies, Models, and Best Practices

    State representation is pivotal for effective AI planning. This guide covers techniques, data structures, and case studies to help you design robust planning engines.

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    Temporal Logic in Artificial Intelligence: Foundations, Applications, and Pitfalls

    This in‑depth guide explains temporal logic for AI, covering theory, practical applications, best practices, and pitfalls to avoid.

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    The AI Renaissance: Why Deep Learning Took the 2010s By Storm

    From image recognition to natural language understanding, the 2010s deep learning boom defined a new era of AI—this article dissects the catalysts, breakthroughs, and lasting impact.

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    Understanding AI Agents: Foundations, Types, and Real‑World Impact

    A comprehensive guide to AI agents covering theory, types, learning mechanisms, multi‑agent systems, and real‑world use cases.

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    Foundations of Artificial Intelligence: 50 Ideas to Ignite Your AI Journey

    Discover 50 essential AI concepts, theories, and practices that provide a solid footing for any AI professional.

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    Foundations of Computational Complexity in Artificial Intelligence

    A deep dive into computational complexity theory for AI practitioners, covering core classes, common AI challenges, and guidance for algorithm design.

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    Learning in Computational Systems: From Algorithms to Autonomous Minds

    Explore how computational systems learn—definition, types, architectures, and future trends.

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    Logic, Inference, and Rule‑Based Systems: Foundations, Applications, and Pitfalls

    A comprehensive guide to logic, inference, and rule‑based systems covering theory, practical examples, and best practices.

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    Narrow AI vs. General AI: A Comprehensive Comparison for Engineers and Enthusiasts

    A deep dive into Narrow AI and AGI, covering definitions, capabilities, examples, ethical considerations, and future trends.

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