Table 7.
The experimental comparison of Q-Learning algorithm and FCFS method
Scheme | Q-Learning | FCFS | Improvement (%) | |||
---|---|---|---|---|---|---|
Medical costs | Total medical costs | Total medical costs | ||||
Scheme 1 | 8374 | 14,306 | 4728 | 19,871 | 27,780 | 21.9 |
Scheme 2 | 9606 | 13,929 | 4360 | 27,895 | 36,571 | 31.1 |
Scheme 3 | 12,338 | 11,157 | 3183 | 26,678 | 36,269 | 26.4 |
Scheme 4 | 14,937 | 10,841 | 3002 | 28,782 | 40,082 | 28.2 |
Scheme 5 | 18,760 | 7970 | 2694 | 29,424 | 48,043 | 38.7 |
Scheme 6 | 22,852 | 7085 | 1506 | 31,443 | 45,323 | 30.6 |