610 🤖 Künstliche Intelligenz
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→ Untergebiet: 611 📠Machine Learning
🧩 Kernthemen
Grundlagen & Übersicht
Suche & Planung
Wissensrepräsentation
Constraint Satisfaction
Agenten
- AI Agents · What the SOAR Algorithm teaches us about cognitive abilities in AIs
- Control of Mobile Robots Using the Soar Cognitive Architecture (SOAR, 2009)
📋 Alle Notizen (Methods of AI)
- Algorithm Decision Tree — MoAI
- Attention Mechanism
- Bellman Equation
- Bias-Variance Tradeoff
- cheatsheet_ablauf-muendliche-pruefung_31-05-26
- csp_30-04-26
- Decision Trees and ID3
- Dempster-Shafer Theory
- Description Logics
- Frame Problem
- Fuzzy Logic
- Genetic Algorithms
- Gradient Backpropagation
- Gradient Descent
- Hill Climbing
- Kernel Trick
- knowledge-representation_30-04-26
- lernzettel_classical-search_31-05-26
- lernzettel_csp_30-04-26
- lernzettel_knowledge-representation_30-04-26
- lernzettel_local-search_30-04-26
- lernzettel_ml-i-ii_30-04-26
- lernzettel_neural-networks-deep-learning_30-04-26
- lernzettel_planning-i_30-04-26
- lernzettel_planning-ii_30-04-26
- lernzettel_svm_30-04-26
- lernzettel_vagueness-uncertainty_30-04-26
- Local Beam Search
- local-search_30-04-26
- Loss Surface
- Machine Learning I & II
- Markov Decision Process (MDP)
- Methods of AI — Exam Cheat Sheet
- Methods of AI Lecture
- Methods of AI MOC
- ml-i-ii_30-04-26
- Monte Carlo Tree Search
- Neural Networks & Deep Learning
- neural-networks-deep-learning_30-04-26
- planning-i_30-04-26
- planning-ii_30-04-26
- pruefung_paper-transformers-search_25-05-26
- Questions for Methods of AI
- Quiz Exam Schwerpunkte
- quiz_csp_30-04-26
- quiz_decision-trees_18-05-26
- quiz_knowledge-representation_30-04-26
- quiz_local-search_2026-04-30
- quiz_local-search_30-04-26
- quiz_mega-all-topics_23-05-26
- quiz_ml_30-04-26
- quiz_neural-networks_30-04-26
- quiz_paper-transformers-search_28-05-26
- quiz_planning_30-04-26
- quiz_svm_30-04-26
- quiz_vagueness-uncertainty_30-04-26
- Random Forest
- references_paper-transformers-search_28-05-26
- Reinforcement Learning (RL)
- reviews_paper-transformers-search_28-05-26
- Search Algorithms
- Selection-Inference
- Self-Attention
- Situation Calculus
- STRIPS
- Support Vector Machines
- svm_30-04-26
- Transformers
- Uninformed Search
- vagueness-uncertainty_30-04-26
- Why an an AI struggles with Planning
- worked-example_qk-dotproduct_29-05-26
- worked-examples_lookahead_29-05-26
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