オフライン強化学習による重機の経路計画

DOI Web Site

書誌事項

タイトル別名
  • Path Planning for Construction Machines by Offline Reinforcement Learning

抄録

<p>Controlling bulldozers at construction sites requires advanced skills. However, training skilled operators is time consuming and expensive. Additionally, the shortage of young workers is problematic. To address these issues, automation of construction machines using artificial intelligence has been studied, which has yielded positive results. Furthermore, using data collected from construction sites, reducing learning time and improving work accuracy is possible. Therefore, in this paper, we propose a path planning method for heavy equipment using offline reinforcement learning, leveraging existing datasets.</p>

収録刊行物

キーワード

詳細情報 詳細情報について

問題の指摘

ページトップへ