Reinforcement Learning in Neurocritical and Neurosurgical Care: Principles and Possible Applications

Figure 2

Uniform conceptions in reinforcement learning: the state, the action, and the reward. Physicians gave treatment (action, A) to the patient (state, S) with some vital signs, lab tests, and physical examinations at a specific time point. The patient responds to the treatment (reward, R).