5 citations · 13 across the 5 of their papers we have counts for
3 papers · 1 filter
Personalization Paradox in Behavior Change Apps: Lessons from a Social Comparison-Based Personalized App for Physical Activity
Jichen Zhu, Diane H. Dallal, Robert C. Gray +4
Social comparison-based features are widely used in social computing apps. However, most existing apps are not grounded in social comparison theories and do not consider individual…
Player Modeling via Multi-Armed Bandits
Robert C. Gray, Jichen Zhu, Dannielle Arigo +2
This paper focuses on building personalized player models solely from player behavior in the context of adaptive games. We present two main contributions: The first is a novel appr…
Regression Oracles and Exploration Strategies for Short-Horizon Multi-Armed Bandits
Robert C. Gray, Jichen Zhu, Santiago Ontañón
This paper explores multi-armed bandit (MAB) strategies in very short horizon scenarios, i.e., when the bandit strategy is only allowed very few interactions with the environment.…