Fig. 3: Comparison of the autonomous material exploration with and without networking using transfer learning.
From: Networking autonomous material exploration systems through transfer learning
a–c Progress of autonomous material exploration in ASSp, ASTc, and ASM, respectively. The light red and blue lines indicate the results of autonomous exploration with and without networking using transfer learning. The solid lines represent the average of 10 demonstration trials. For comparison, results from a random search are shown in black. Green lines indicate 90% of the ground-truth values. While networking with transfer learning improves autonomous exploration efficiency in ASSp and ASTc, it has no noticeable effect in ASM.
