Various symbolic data structures for representing knowledge. Design and performance issues for knowledge utilization. An introduction to list-processing languages, algebraic manipulation, the construction of symbolic computation packages, and areas of research and applications. 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.