Combinatorial Partial Monitoring Game with Linear Feedback and Its Applications

Tian Lin, Bruno D. Abrahao, Robert D. Kleinberg, John C. S. Lui, Wei Chen

Abstract: In online learning, a player chooses actions to play and receives reward and feedback from the environment with the goal of maximizing her reward over time. In this paper, we propose the model of c...