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CS494/594: Artificial Intelligence

cs494 /594: Artificial Intelligence Fall 2013 Tuesday/Thursday, 11:10 AM 12:25 PM Instructor: Dr. Lynne E. Parker TA: Hao Zhang Artificial Intelligence is the study of how to make real computers act like the ones in the movies. --Anonymous Outline Overview syllabus and class policies Course Overview Introduction to AI (Chapter 1) What is AI? A brief history The state of the art Intelligent Agents (Chapter 2) Agents and environments Rationality PEAS (Performance measure, Environment, Actuators, Sensors) Environment types Agent types (next time) Overview of Syllabus and Class Policies (See handout) Course Overview Introduction to AI and Intelligent Agents Problem-solving Heuristic Search Constraint Satisfaction Searching with non-deterministic actions and partial observability Online search Advesarial search (games) Constraint propagation Knowledge, reasoning, and planning First order logic Classical planning Planning/acting in real world Knowledge representation Dealing with uncertainty probabilistic reasoning Natural language processing (if time allows) Perception and robotics Philosophical and ethical issues Practical applications What is AI?

CS494/594: Artificial Intelligence Fall 2013 Tuesday/Thursday, 11:10 AM – 12:25 PM . Instructor: Dr. Lynne E. Parker TA: Hao Zhang “Artificial Intelligence is the study of how to make real computers act like the ones in the movies.”--Anonymous

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