CS470/570 - Course Learning Content

 

Ch.1 - Introduction to AI

• Ch1 slides

Ch.2 - Intelligent Agents

• Ch2 slides

Ch.3 - State Space Search

• Ch3.1 slides: Uninformed Search
• Visualization: Breadth-first search
• Visualization: Depth-first search
• Ch3.2 slides: Informed Search

Ch.4 - State Space Search

• Ch4 slides
• Ch4 readings (optional)

Ch.5 - Adversarial Search

• Ch5 slides
• Ch5 readings (optional)
• Nice tutorial on alpha-beta search

Ch.7, 8, 9 - Logical Agents, Propositional and FOL logics and reasoning

• Ch7 slides
• Ch8 slides
• Ch9 slides

Ch. 13, 14 - Reasoning under uncertainty

• Ch13 slides