MDKI - WS0506 - Vorlesungsfolien |
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Vorlesung 1:AI - an overlook (german slides), (Russel/Norvig excerpt), Organization vl01_einf.pdf ( 289357 Bytes ) vl01rn01AI.pdf ( 43012 Bytes ) Einfhrung_WS0506.pdf ( 61940 Bytes ) | |
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Vorlesung 2:Problem solving and search, Russel/Norvig slides about search. Slides 8-24 are an add-on and should be read for a deeper introduction. vl02_suche.pdf ( 319622 Bytes ) chapter036pp.pdf ( 331357 Bytes ) | |
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Vorlesung 3:Heuristic search, greedy/A*, Means-ends-analysis, discrimination nets, goal trees vl03_heuristics.pdf ( 186520 Bytes ) vl03_means.pdf ( 343615 Bytes ) | |
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Vorlesung 4:Local search, hill-climbing, simulated annealing, Adversarial search, game trees, minimax, alpha-beta pruning,constraint satisfaction problem (CSP), Planning introduction vl04a_localsearch.pdf ( 146290 Bytes ) vl04b_adversarialsearch.pdf ( 180227 Bytes ) vl04c_CSP.pdf ( 201596 Bytes ) vl04d_plan.pdf ( 186332 Bytes ) | |
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Vorlesung 5:Logic agent, Propositional logic and inferences vl05_logicagent1.pdf ( 534704 Bytes ) | |
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Vorlesung 6:PL-Resolution, forward chaining, backward chaining, efficient propositional inference vl06_logicagent2.pdf ( 370125 Bytes ) | |
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Vorlesung 7:Logic agent using circuit logic, First Order Logic I vl07_logicagent3circuit.pdf ( 131370 Bytes ) vl07_FOL.pdf ( 179223 Bytes ) | |
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Vorlesung 8:FOL examples and Knowledge engineering using FOL. vl08_FOL.pdf ( 126071 Bytes ) | |
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Vorlesung 9:FOL Inference 1; UI/EI, Unification, Forward chaining vl09_FOLinference.pdf ( 258814 Bytes ) | |
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Vorlesung 10: Forward chaining properties, Backward chaining, logic programming (Prolog), resolution vl10_FOLinference.pdf ( 339019 Bytes ) | |
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Vorlesung 11:Knowledge Representation; concepts, relations and sentence structure; ontological engineering; semantic nets etc. vl11_knowledgerep.pdf (New Version!) ( 460279 Bytes ) | |
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Vorlesung 12:Overview of past lectures. vl12_Overview.pdf ( 119180 Bytes ) | |
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Vorlesung 13:Abduction, induction and learning, probabilistic reasoning, non-monotonic reasoning vl12_abductionprobabilisticnonmonotonic.pdf ( 259994 Bytes ) | |
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Vorlesung 14:Temporal and spatial reasoning vl14_temporalspatial.pdf ( 219831 Bytes ) | |
