Mobile robots autonomous exploration through deep reinforcement learning

The mobile robot autonomous exploration problem has been a hot research topic among scholars. The traditional robot autonomous exploration problem usually contains steps such as frontier detection, frontier clustering, navigation point assignment and so on. For robots, the quality and speed of front...

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書目詳細資料
主要作者: Yin, Hanqiu
其他作者: Chau Yuen
格式: Thesis-Master by Coursework
語言:English
出版: Nanyang Technological University 2024
主題:
DQN
RL
在線閱讀:https://hdl.handle.net/10356/176603
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