Iterative transfer learning for automatic collective motion tuning on multiple robot platforms

This paper proposes an iterative transfer learning approach to achieve swarming collective motion in groups of mobile robots. By applying transfer learning, a deep learner capable of recognizing swarming collective motion can use its knowledge to tune stable collective motion behaviors across multip...

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Bibliographic Details
Main Authors: Shadi Abpeikar, Kathryn Kasmarik, Matt Garratt
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Neurorobotics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnbot.2023.1113991/full