課程目標 |
人工智慧是一個很大的領域,本課程將試著以智慧型代理人的想法探索這整個領域。 本課程定義人工智慧為研究一些能感知環境資訊並做出合理行為的代理人,課程主題包括: 1. 簡介 2. 智慧型代理人 3. 利用搜尋解決問題4. 邏輯代理人6. 不確定性7. 從觀察學習 8. 溝通9. 人工智慧:現在及未來 |
Objectives |
Artificial Intelligence (AI) is a big field. This course has tried to explore the full breadth of the field. The main unifying theme is the idea of an intelligent agent. This course define AI as the study of agents that receive percepts from the environment and perform actions. The topics included are: 1. Introduction 2. Intelligent Agents 3. Solving Problems by Searching 4. Logical Agents5. First-Order Logic6. Uncertainty7. Learning from Observation8. Communication 9. AI: Present and Future |