» 麻省理工「開放式課程」首頁 » 電機工程與資訊科學 » Techniques in Artificial Intelligence (SMA 5504), Fall 2002

6.825 Techniques in Artificial Intelligence (SMA 5504), Fall 2002

Agent and environment dichotomy. A robot taking actions that affect the state of the environment then receiving percepts with new information on the environment.

An example of the agent and environment dichotomy. This figure illustrates a robot taking actions that affect the state of the environment then receiving percepts with new information on the environment. (Image courtesy of Beryl Simon.)

課程重點

The calendar for this course provides the topics for the course, along with direct links to lecture notes, homework assignments, and exams.

課程描述

6.825 is a graduate-level introduction to artificial intelligence. Topics covered include: representation and inference in first-order logic, modern deterministic and decision-theoretic planning techniques, basic supervised learning methods, and Bayesian network inference and learning.

This course was also taught as part of the Singapore-MIT Alliance (SMA) programme as course number SMA 5504 (Techniques in Artificial Intelligence).

Technical Requirements

Any text editor can be used to view the .cnf files found on this course site. Please refer to the course materials for any specific instructions or recommendations. Java® plug-in software is required to run the Java® files found on this course site. File decompression software, such as Winzip® or StuffIt® , is required to open the .gz files found on this course site.

Java® is a trademark or registered trademark of Sun Microsystems, Inc. in the United States and other countries.
StuffIt® is a trademark of Aladdin Systems, Inc.
WinZip® is a registered trademark of WinZip Computing, Inc.

師資

講師：
Prof. Leslie Kaelbling

教材提供：
Prof. Tomás Lozano-Pérez

上課時數

教師授課：
每週2節
每節1.5小時

程度

研究所

回應

告訴我們您對本課程或「開放式課程網頁」的建議。

聲明

麻省理工學院開放式課程認可開放式課程計畫（OOPS）的翻譯計畫，開放式課程計畫（OOPS）乃是運用其獨立團隊、獨立資源、獨立流程進行翻譯計畫之團隊。

所有麻省理工學院開放式課程之材料皆以麻省理工學院開放式課程創作共享授權發佈，所有之翻譯資料皆由開放式課程計畫（OOPS）所提供，並由其負翻譯品質之責任。

此處麻省理工學院開放式課程之資料乃由開放式課程計畫（OOPS）譯為正體中文。麻省理工學院開放式課程在此聲明，不論是否遭遇或發現相關議題，麻省理工學院開放式課程、麻省理工學院教師、麻省理工學院校方並不對翻譯正確度及完整性作保證。上述單位並對翻譯後之資料不作明示或默許對任一特定目的之適合性之保證、非侵權之保證、或永不出錯之保證。麻省理工學院校方、麻省理工學院開放式課程對翻譯上之不正確不負任何責任。由翻譯所引發任何關於此等資料之不正確或其他瑕疵，皆由開放式課程計畫（OOPS）負全責，而非麻省理工學院開放式課程之責。

原文聲明