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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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6초록
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 learning; virtual environment; automatic; dynamic obstacle; virtual robot
- 제목
- Robot Reinforcement Learning for Automatically Avoiding a Dynamic Obstacle in a Virtual Environment
- 저자
- Phuong Chu; Hoang Vu; Yeo, Donghyeon; Lee, Byeonggwon; Um, Kyhyun; Cho, Kyungeun
- 발행일
- 2015
- 유형
- Proceedings Paper
- 권
- 352
- 페이지
- 157 ~ 164
- 언어
- ENG
- 출판사
- SPRINGER
- 발행국가
- 미국
- 분량
- 8 페이지
- ISSN
- E 1876-1119
P 1876-1100