- Welcome to CSCE 580: Artificial Intelligence
This course will introduce the basic ideas and techniques underlying the design of intelligent computer-based systems. As opposed to a traditional logic-based artificial intelligence (AI) course, a specific emphasis will be on statistical inference and machine learning.
- Underestanding classical as well as recently discovered methods in AI, and explore their potential applications.
- Building AI systems that make decisions and act in fully informed, partially observable, adversarial environments.
- Building AI systems that make probabilistic inferences in uncertain and dynamic environments.