Artificial Intelligence (UI)
Credits: | 6 ( Lectures: 3, Practical lessons: 2) |
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Semester: | ZS |
Ending: | zp; zk |
Guarantor: | Psutka Josef |
Lecturer: | Ircing Pavel Psutka Josef |
Practical lesson lecturer: | Ircing Pavel, Psutka Josef, Šmídl Luboš, Stanislav Petr |
Annotation
Introduction to AI. Solution of problems by searching the state space and by searching decompositions. Playing games by searching trees (Minimax procedure, Alpha-Beta pruning). Knowledge representation, propositional logic, predicate logic, resolution. Prolog. Production rules, semantic nets, frames, scripts. Planning systems, GPS, STRIPS. Learning methods. Learning by explaining experience, correcting mistakes, training, analyzing differences.