智能移动机器人在未知和复杂的环境中使用强化学习技术进行导航

Ravi Raj1, Andrzej Kos2

  • 1Faculty of Computer Science, Electronics, and Telecommunications, AGH University of Krakow, Aleja Adama Mickiewicza 30, Krakow, 30-059, Poland. raj@agh.edu.pl.

Scientific reports
|October 1, 2024
PubMed
概括

本研究引入了一种用于移动机器人 (MR) 控制的新增强化学习 (RL) 方法. 深度Q学习方法提高了在未知的环境中导航和避开障碍的性能,优于传统策略.

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