5 citations · 13 across the 5 of their papers we have counts for
5 papers
Improving Fairness in Adaptive Social Exergames via Shapley Bandits
Robert C. Gray, Jennifer Villareale, Thomas B. Fox +5
Algorithmic fairness is an essential requirement as AI becomes integrated in society. In the case of social applications where AI distributes resources, algorithms often must make…
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.…
iNNk: A Multi-Player Game to Deceive a Neural Network
Jennifer Villareale, Ana Acosta-Ruiz, Samuel Arcaro +10
This paper presents iNNK, a multiplayer drawing game where human players team up against an NN. The players need to successfully communicate a secret code word to each other throug…