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Subject
Computer Science
Business
Humanities
Data Science
Personal Development
Art & Design
Programming
Engineering
Health & Medicine
Mathematics
Science
Social Sciences
Education & Teaching
Online degrees
Microcredentials
Provider
Unitersity
Institution
Picture book
SignIn
SignUp
人工智慧:搜尋方法與邏輯推論 (Artificial Intelligence - Search & Logic)
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Coursera
Free Online Course (Audit)
Chinese
Paid Certificate Available
8 weeks long, 19 hours worth of material
selfpaced
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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
Syllabus
Introduction
Uninformed search
Informed search
Non-classic search
Adversarial search
Propositional Logic
First Order Logic
Planning
Taught by
于天立(Tian-Li,Yu)
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