8803 LGO, Ideas for Projects
One of the course requirements is to do project, which you may
do in groups of 2 or 3. A project might involve conducting
an experiment or thinking about a theoretical problem, or trying to
relate two problems. It could even just be reading 3 research papers
and explaining how they relate. The end result should be a 8-10 page
report, and a 30 - 45 minute presentation. Here are a few ideas for
possible topics for projects.
Internal Regret and Correlated Equilibria
Online Learning and Optimization
The Multi-Armed Bandit Problem:
Uncoupled Dynamics and Nash Equilibria:
Learning and Repeated Games:
Preference Elicitation and Learning:
Game Theory for Engineered Systems:
Learning in Markov Decision Processes: See M. Kearns's home
page and Y.
Mansour's home page for a number of good papers. Also S.