Table 2 The correctness of learned polices using RL and IRL methods in the test data set
| Policy | Overall Action | Ventilation | Sedative |
|---|---|---|---|
| π IBL | 53.9% | 99.7% | 54.2% |
| π BL | 53.5% | 99.6% | 53.9% |
| \(\phantom {\dot {i}\!}\pi _{{BL}_{1}}\) | 23.5% | 45.7% | 51.0% |
| \(\phantom {\dot {i}\!}\pi _{{BL}_{2}}\) | 14.1% | 35.5% | 39.1% |
| \(\phantom {\dot {i}\!}\pi _{{BL}_{3}}\) | 17.2% | 34.9% | 54.1% |