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Table 3 The AR and MSE of learned polices using SAC and AC algorithms on expert data, single intubation and multiple intubation

From: Supervised-actor-critic reinforcement learning for intelligent mechanical ventilation and sedative dosing in intensive care units

Strategy

Expert data

Single intubation

Multiple intubation

 

MSE

AR

MSE

AR

MSE

AR

SAC

2.52

37%

2.71

38%

2.28

47%

AC

3.01

34%

3.15

35%

3.08

41%