VentAgent: When LLMs Learn to Breathe -- Multi-Objective Arbitration for ARDS Ventilation 事件

VentAgent: When LLMs Learn to Breathe -- Multi-Objective Arbitration for ARDS Ventilation arXiv:2606.04632v1 Announce Type: cross Abstract: Mechanical ventilation for Acute Respiratory Distress Syndrome (ARDS) requires balancing competing physiological goals, including oxygenation, lung protection, and acid-base homeostasis. However, current data-driven methods, especially those imitating retrospective Electronic Health Records (EHR), often suffer from imitation bias. They may capture superfici