Training Microrobots via Reinforcement Learning and a Novel Coding Method

2021 9th RSI International Conference on Robotics and Mechatronics (ICRoM)(2021)

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摘要
Microswimmers have promising applications in different fields, especially in biomedical branches, like microsurgery, therapeutic delivery, and driving sperm cells. Many researchers have proposed different synthetic microrobots with various mechanisms and effective propulsion strategies. Based on the Scallop Theorem, only special sequences of movements cause an effective swimming, so finding these ...
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关键词
Training,Q-learning,Mechatronics,Codes,Propulsion,Microsurgery,Encoding
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