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Introduction to Artificial Intelligence

Introduction to Artificial IntelligenceKalev KaskICS 271 Fall 2014271-fall 2014 ~kkask/Fall-2014 CS271/Course requirementsAssignments: There will be weekly homework assignments, a project, a : Homework will account for 20% of the grade, project 30%, final 50% of the : Optional. 2014 Course overview Introduction and Agents (chapters 1,2) Search (chapters 3,4,5,6) Logic (chapters 7,8,9) Planning (chapters 10,11) Uncertainty and probability (chapters 13-14)271-fall 2014 Plan of the coursePart I Artificial Intelligence1 Introduction 2 Intelligent Agents Part II Problem Solving3 Solving Problems by Searching 4 Beyond Classical Search 5 Adversarial Search 6 Constraint Satisfaction Problems Part III Knowledge and Reasoning7 Logical Agents 8 First-Order Logic 9 Inference in First-Order Logic 10 Classical Planning 11 Planning and Acting in the Real World Part IV Uncertainty13 Uncertainly14 Probabilistic Reasoning271-fall 2014 Resourc

No hands across America (driving autonomously 98% of the time from Pittsburgh to San Diego – 2007 CMU team won DARPA Urban Challenge driving autonomously 55 miles in a city while adhering to traffic laws and hazards • Autonomous planning and scheduling: – During the 1991 Gulf War, US forces deployed an AI logistics planning and scheduling

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