Intelligente Agenten/Intelligent Agents (SoSe 2018)
General Information
- For a general course description please read the corresponding pages from the WIAI module guide.
- You find administrative information at UnivIS.
- To get up-to-date information you should sign up for the course in the virtual campus.
- Recommended for bachelor students in the 4th semester.
Recommended Reading / Links
Recommended textbook:
General text books on AI:
- Stuart Russel and Peter Norvig (2003). Artificial Intelligence: A Modern Approach (Second Edition). Prentice Hall. The mostly used text book in the field.
- A comparison of AI textbooks by Stuart Russel.
- Raymond Kurzweil (1992). The Age of Intelligent Machines. MIT Press.
This is not a scientific text book but a most motivating, comprehensive book for a broad readership.
Some Links:
- Homepages of AAAI
- Homepage of GI Fachbereich 1 - Künstliche Intelligenz
- How many AI people does it take to change a lightbulb?
- PDDL
- ICAPS with Planning Competition
- Tools for Learning AI: AISpace
Lecture Notes
- Introduction to Intelligent Agents [pdf]
- Introduction to Planning [pdf]
- Representation for Classical Planning [pdf]
- State-Space Planning (STRIPS) [pdf]
- Formal Characteristics of Planning [pdf]
- Deductive Planning: FOL [pdf]
- Deductive Planning: Resolution, PROLOG, Situation Calculus [pdf]
- Human Problem Solving and Planning [pdf]
- Search Algorithms [pdf]
- Heuristic Search Planning [pdf]
- Planning Graph Techniques [pdf]
- Introduction to Multi-Agent-Systems [