Research Theme
Learning Dynamics and Equilibrium Computation in Games
How can learning algorithms converge quickly to Nash equilibrium?
Research Themes
Research Theme
Bandits and Online Learning
How can agents learn efficiently while making decisions online?
Research Theme
Language Model Alignment and Preference Optimization
How can we generate language model outputs that align with human preferences?
Research Theme
Reinforcement Learning and Sequential Decision Making
How can agents improve and evaluate policies over time?
Research Theme
Fairness in Recommender Systems and Allocation
How can we allocate limited resources and opportunities fairly?