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Yikuan Li

2 accepted papers

2025

Deep Reinforcement Learning for Efficient and Fair Allocation of Healthcare Resources

IJCAI 2025

The scarcity of health care resources, such as ventilators, often leads to the unavoidable consequence of rationing, particularly during public health emergencies or in resource-constrained settings like pandemics. The absence of a universally accepted standard for resource allocation protocols resu

Cited by 0SourcePDFScholar
2023

Deep Reinforcement Learning for Cost-Effective Medical Diagnosis

ICLR 2023poster

Dynamic diagnosis is desirable when medical tests are costly or time-consuming. In this work, we use reinforcement learning (RL) to find a dynamic policy that selects lab test panels sequentially based on previous observations, ensuring accurate testing at a low cost. Clinical diagnostic data are of…