Online Decision Making and Learning

Catalog description

Credits 3. 3 Lecture Hours. Study of the design and analysis of online decision making policies in the presence of unknown future events; topics include online learning, prima-dual techniques, online convex optimization and multi-armed bandit problem; focus on the application for emerging computer systems and networks. Prerequisites: Graduate classification.