Offline Inverse Constrained Reinforcement Learning for Safe-Critical Decision Making in Healthcare

Nan Fang, Guiliang Liu, Wei Gong

Reinforcement Learning (RL) applied in healthcare can lead to unsafe medical decisions and treatment, such as excessive dosages or abrupt changes, often due to agents overlooking c…