Research Article

Multi-USV System Cooperative Underwater Target Search Based on Reinforcement Learning and Probability Map

Table 2

Contrast test.

SetupSearch performance(search time and search accuracy)
No. of USVsNo. of targetsNo. of obstaclesCSBDRLCoverage controlRandom

520131 (100%)235 (98.3%)410 (79.4%)
530144 (99.6%)243 (96.3%)456 (73.3%)
540161 (99.7%)265 (94.0%)790 (67.2%)