人工智慧:搜尋方法與邏輯推論 (Artificial Intelligence – Search & Logic)

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Last updated on February 17, 2025 11:24 pm

Learn the fundamentals of Artificial Intelligence (AI) in this course. Explore goal search, meta heuristic, computer gaming, and deductive learning techniques. Gain a solid understanding of AI concepts and apply these skills to solve real-world problems.

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本課程分為人工智慧(上)、人工智慧(下)兩部份,第一部分除了人工智慧概論外,著重在目標搜尋、meta heuristic、電腦對弈、演繹學習(包含證言邏輯、一階邏輯及 planning )等技術。這些技術主要發展時機為人工智慧的第一波及第二波熱潮,也就是 1950 年代至 1990 年代附近的主流發展,即使到現在也在各個領域廣為應用。

課程教學目標:
使同學對人工智慧有基礎概念
同學能夠理解如何運用目標搜尋技術及演繹學習方式達成人工智慧
同學能將相關技術應用到自己的問題上

What you will learn

Introduction
Uninformed search
Informed search
Non-classic search

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    人工智慧:搜尋方法與邏輯推論 (Artificial Intelligence – Search & Logic)
    人工智慧:搜尋方法與邏輯推論 (Artificial Intelligence – Search & Logic)
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