Important Links
Lecture Slides
No | Topic | Date | Slides |
---|---|---|---|
0 | Organizational Matters | 17.2. | screen printer |
1 | Introduction | 17.2. | screen printer |
2 | Introduction: AI Past and Present | 19.2. | screen printer |
3 | Introduction: Rational Agents | 19.2. | screen printer |
4 | Introduction: Environments and Problem Solving Methods | 24.2. | screen printer |
5 | State-Space Search: State Spaces | 24.2. | screen printer |
6 | State-Space Search: Representation of State Spaces | 26.2. | screen printer |
7 | State-Space Search: Examples of State Spaces | 26.2. | screen printer |
8 | State-Space Search: Data Structures for Search Algorithms | 9.3. | screen printer |
9 | State-Space Search: Tree Search and Graph Search | 9.3. | screen printer |
10 | State-Space Search: Breadth-first Search | 16.3. | screen printer |
11 | State-Space Search: Uniform Cost Search | 16.3. | screen printer |
12 | State-Space Search: Depth-first Search & Iterative Deepening | 18.3. | screen printer |
13 | State-Space Search: Heuristics | 18.3. | screen printer |
14 | State-Space Search: Analysis of Heuristics | 23.3. | screen printer |
15 | State-Space Search: Best-first Graph Search | 23.3. | screen printer |
16 | State-Space Search: Greedy BFS, A*, Weighted A* | 25.3. | screen printer |
17 | State-Space Search: IDA* | 25.3. | screen printer |
18 | State-Space Search: Properties of A*, Part I | 30.3. | screen printer |
19 | State-Space Search: Properties of A*, Part II | 30.3. | screen printer |
20 | Combinatorial Optimization: Introduction and Hill-Climbing | 1.4. | screen printer |
21 | Combinatorial Optimization: Advanced Techniques | 1.4. | screen printer |
22 | Constraint Satisfaction Problems: Introduction and Examples | 6.4. | screen printer |
23 | Constraint Satisfaction Problems: Constraint Networks | 6.4. | screen printer |
24 | Constraint Satisfaction Problems: Backtracking | 8.4. | screen printer |
25 | Constraint Satisfaction Problems: Arc Consistency | 8.4. | screen printer |
26 | Constraint Satisfaction Problems: Path Consistency | 13.4. | screen printer |
27 | Constraint Satisfaction Problems: Constraint Graphs | 15.4. | screen printer |
28 | Constraint Satisfaction Problems: Decomposition Methods | 15.4. | screen printer |
29 | Propositional Logic: Basics | 20.4. | screen printer |
30 | Propositional Logic: Reasoning and Resolution | 20.4. | screen printer |
31 | Propositional Logic: DPLL Algorithm | 22.4. | screen printer |
32 | Propositional Logic: Local Search and Outlook | 22.4. | screen printer |
33 | Automated Planning: Introduction | 27.4. | screen printer |
34 | Automated Planning: Planning Formalisms | 27.4. | screen printer |
35 | Automated Planning: Delete Relaxation | 29.4. | screen printer |
36 | Automated Planning: Delete Relaxation Heuristics | 29.4. | screen printer |
37 | Automated Planning: Abstraction | 4.5. | screen printer |
38 | Automated Planning: Landmarks | 6.5 | screen printer |
39 | Automated Planning: Landmark Heuristics | 6.5 | screen printer |
40 | Board Games: Introduction and State of the Art | 11.5 | screen printer |
41 | Board Games: Minimax Search and Evaluation Functions | 11.5 | screen printer |
42 | Board Games: Alpha-Beta Search | 13.5 | screen printer |
43 | Monte-Carlo Tree Search: Introduction | 18.5 | screen printer |
44 | Monte-Carlo Tree Search: Advanced Topics | 18.5 | screen printer |
45 | AlphaGo and Outlook | 20.5 | screen printer |
Exercises
No | Due Date | Files |
---|---|---|
1 | 26.02.20 | Sheet |
live | -- | Presence Sheet state-spaces.tar.gz |
2 | 11.03.20 | Sheet state-spaces.tar.gz |
3 | 18.03.20 | Sheet |
4 | 25.03.20 | Sheet uniform-cost-search.tar.gz |
5 | 01.04.20 | Sheet astar-search.tar.gz |
6 | 08.04.20 | Sheet hill-climbing.tar.gz |
7 | 15.04.20 | Sheet |
8 | 22.04.20 | Sheet |
9 | 29.04.20 | Sheet |
10 | 06.05.20 | Sheet bridges-once-domain.pddl koenigsberg-problem.pddl |
11 | 13.05.20 | Sheet |
12 | 20.05.20 | Sheet tikz code for figures |
13 | 27.05.20 | Bonus Sheet |
Supplementary Material
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