Robot Reinforcement Learning for Automatically Avoiding a Dynamic Obstacle in a Virtual Environment

  • Phuong Chu
  • Hoang Vu
  • Yeo, Donghyeon
  • Lee, Byeonggwon
  • Um, Kyhyun
  • ... Cho, Kyungeun
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SCOPUS

6

초록

In a virtual environment, a robot can serve people by bringing things to them. However, when a robot moves within a house, it collides with a dynamic obstacle. These collisions make it difficult for a robot to complete its mission. We therefore apply reinforcement learning to the robot to make it more intelligent. Consequently, the robot can automatically move to avoid the dynamic obstacle in order to successfully complete its mission.

키워드

Reinforcement learningvirtual environmentautomaticdynamic obstaclevirtual robot
제목
Robot Reinforcement Learning for Automatically Avoiding a Dynamic Obstacle in a Virtual Environment
저자
Phuong ChuHoang VuYeo, DonghyeonLee, ByeonggwonUm, KyhyunCho, Kyungeun
DOI
10.1007/978-3-662-47487-7_24
발행일
2015
유형
Proceedings Paper
저널명
Lecture Notes in Electrical Engineering
352
페이지
157 ~ 164