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cs.AI2025
Goal Recognition Design for General Behavioral Agents using Machine Learning
Robert Kasumba, Guanghui Yu, Chien-Ju Ho +2
Goal recognition design (GRD) aims to make limited modifications to decision-making environments to make it easier to infer the goals of agents acting within those environments. Al…
cs.AI2025
On the Utility of Accounting for Human Beliefs about AI Intention in Human-AI Collaboration
Guanghui Yu, Robert Kasumba, Chien-Ju Ho +1
To enable effective human-AI collaboration, merely optimizing AI performance without considering human factors is insufficient. Recent research has shown that designing AI agents t…
cs.AI2024
Distributional Latent Variable Models with an Application in Active Cognitive Testing
Robert Kasumba, Dom CP Marticorena, Anja Pahor +6
Cognitive modeling commonly relies on asking participants to complete a battery of varied tests in order to estimate attention, working memory, and other latent variables. In many…