3 papers
cs.LG2025
DM-Bench: Benchmarking LLMs for Personalized Decision Making in Diabetes Management
Maria Ana Cardei, Josephine Lamp, Mark Derdzinski +1
We present DM-Bench, the first benchmark designed to evaluate large language model (LLM) performance across real-world decision-making tasks faced by individuals managing diabetes…
cs.MA2025
Factorized Deep Q-Network for Cooperative Multi-Agent Reinforcement Learning in Victim Tagging
Maria Ana Cardei, Afsaneh Doryab
Mass casualty incidents (MCIs) are a growing concern, characterized by complexity and uncertainty that demand adaptive decision-making strategies. The victim tagging step in the em…
cs.CV2024
Pairwise Spatiotemporal Partial Trajectory Matching for Co-movement Analysis
Maria Cardei, Sabit Ahmed, Gretchen Chapman +1
Spatiotemporal pairwise movement analysis involves identifying shared geographic-based behaviors between individuals within specific time frames. Traditionally, this task relies on…