CS 2510 (2990)

Introduction to Artificial Intelligence

Selected course materials will live here. In 2024 fall this will be numbered 鈥淐S 2990鈥�. In subsequent semesters (if all goes according to plan) this will be numbered 鈥淐S 2510鈥�.

Prerequisites: CS2240 Data Structures and Algorithms

Topics:

• History of artificial intelligence
• Knowledge representation
• Logic and constraint logic programming
• Heuristic search, minimax, alpha / beta pruning, A^{\star} and I\mkern-2muD\mkern-2.3muA^{\star}, Monte Carlo methods
• Markov models
• Decision trees, random forest, and ensemble learning
• Introduction to neural networks (multi-layer perceptron)
• Current state of AI; implications for humanity and society (briefly)
• Other topics TBD