| Topic | Slides | Videos and Tutorial Questions |
|---|---|---|
| Week 1. Foundations | slides 4x4 | [Introduction] [Turing Test] |
| Week 2. Classifying Tasks | slides 4x4 | [Wumpus World] [Chess vs. Robocup] [Robocup 2001] [Classifying Environments] |
| Week 2. Agent Tpyes | slides 4x4 | [Agent Types] (Week 2 Tutorial Questions) |
| Week 2. Reactive Agents | slides 4x4 | |
| Week 3. Path Search Algorithms | slides 4x4 | [Path Search] [Uninformed Search] [BFS] [UCS] [DFS] (Week 3 Tutorial Questions) |
| Week 3. Motion Planning | slides 4x4 | |
| Week 4. Heuristic Path Search | slides 4x4 | [Informed Search] [Greedy] [A*Search] [Admissible Heuristics] (Week 4 Tutorial Questions) |
| Week 4. Evolutionary Robotics | slides 4x4 | |
| Week 5. Games | slides 4x4 | [Playing Games] [Minimax and Alpha-Beta] [Games in Detail] (Week 5 Tutorial Questions) |
| Week 6. Learning and Decision Trees | slides 4x4 | |
| Week 6. Perceptrons | slides 4x4 | |
| Week 6. Genetic Algorithms | slides 4x4 | |
| Week 7. Neural Networks | slides 4x4 | |
| Week 7. Reinforcement Learning | slides 4x4 | |
| Week 8. Constraint Satisfaction Problems | slides 4x4 | |
| Week 8. Variations on Backprop | slides 4x4 | |
| Week 9. Logical Agents | slides 4x4 | |
| Week 10. Uncertainty | slides 4x4 | |
| Week 10. Deep Learning | slides 4x4 | |
| Week 11. Learning Games | slides 4x4 |