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Updated: Jun 24, 2026

Investigating Motor Skill Learning Processes with a Robotic Manipulandum
Published on: February 12, 2017
Vidura Sumanasena1, Heshan Fernando2, Daswin De Silva1
1Research Centre for Data Analytics and Cognition, La Trobe University, Bundoora, VIC 3083, Australia.
This study introduces a lightweight Direct Policy Learning (DPL) method for training mobile robots, enhancing navigation and safety. The approach achieves expert-level performance quickly in both simulation and real-world settings.
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