Lesson 1
Free
Knowledge-Based AI: Cognitive Systems
Course
The twin goals of knowledge-based artificial intelligence (AI) are to build AI agents capable of human-level intelligence and gain insights into human cognition.
The twin goals of knowledge-based artificial intelligence (AI) are to build AI agents capable of human-level intelligence and gain insights into human cognition.
Last Updated March 7, 2022
No experience required
Course Lessons
Lesson 2
02 - Introduction to CS7637
Lesson 3
03 - Semantic Networks
Lesson 4
04 - Generate & Test
Lesson 5
05 - Means-Ends Analysis
Lesson 6
06 - Production Systems
Lesson 7
07 - Frames
Lesson 8
08 - Learning by Recording Cases
Lesson 9
09 - Case-Based Reasoning
Lesson 10
10 - Incremental Concept Learning
Lesson 11
11 - Classification
Lesson 12
12 - Logic
Lesson 13
13 - Planning
Lesson 14
14 - Understanding
Lesson 15
15 - Commonsense Reasoning
Lesson 16
16 - Scripts
Lesson 17
17 - Explanation-Based Learning
Lesson 18
18 - Analogical Reasoning
Lesson 19
19 - Version Spaces
Lesson 20
20 - Constraint Propagation
Lesson 21
21 - Configuration
Lesson 22
22 - Diagnosis
Lesson 23
23 - Learning by Correcting Mistakes
Lesson 24
24 - Meta-Reasoning
Lesson 25
25 - Advanced Topics
Lesson 26
26 - Wrap-Up
Taught By The Best
Ashok Goel
Instructor
David Joyner
Instructor
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