Outline of the class

Unit 1: Structured Knowledge Representations - ~4 weeks

• Logic
• Production rules
• Semantic Networks
• Frames
• Scripts
• Decision Making

Unit 2: Knowledge-Based Reasoning and Learning - ~4 weeks

• Planning
• Learning
• Classification
• Configuration
• Diagnosis

Unit 3: Advanced Topics - ~6 weeks

• Case-Based Reasoning
• Visual Reasoning
• Analogical Reasoning
• Meta-Reasoning
• Design
• Creativity