Skip to main content
. 2020 Oct 7;20(19):5708. doi: 10.3390/s20195708

Table 9.

Performance comparison of the fully trained Q-learning agent and the best periodic maintenance policy during the evaluation phase in 20 evaluation episodes.

Policy From Number of Rupture Failures Number of Average Average
Monthly Cost
Leakage Failures Life Length
Q-learning 0 0 288 4.86
Periodic Scenario #7 0 0 288 11.65