Figure 1
From: Exploring optimal control of epidemic spread using reinforcement learning

The diagram illustrates the different stages of an SEIR compartmental model. Although it can be observed that the infectious population further approaches to recovered state, a portion of the infectious population may not survive the disease and lose their lives.