Advanced Artificial Intelligence Detailed overview of research issues relevant to computational approaches to understanding and creating intelligent behavior. Includes philosophical foundations, knowledge representation, planning, machine learning, multia-gent systems. Students work in groups on final research project. Students will work in groups on a final research project. 7333 Machine Learning Comprehensive survey of computational mechanisms that allow autonomous agents to acquire knowledge and expertise and enables them to improve performance on a given set of tasks from experience.
Students work in groups on final research project.
7353 Analysis of Algorithms Design and analysis of efficient algorithms. Applications include sorting, searching, dynamic structures, path finding, fast multiplication, Non-deterministic algorithms. Computationally hard problems. An in-depth study of the hardware, software, and algorithms used in computer graphics. Graphics information storage and retrieval.