タスク計画arXiv:2211.03790
Foonによる知識検索
Knowledge Retrieval using Foon
グラフ探索による知識検索を用いて、多数の動画からロボットの操作手順を獲得する手法を提案した論文。
分類: cs.RO, cs.AI
原文アブストラクト
Flexible task planning is still a significant challenge for robots. The inability of robots to creatively adapt their task plans to new or unforeseen challenges is largely attributable to their limited understanding of their activities and the environment. Cooking, for example, requires a person to occasionally take risks that a robot would find extremely dangerous. We may obtain manipulation sequences by employing knowledge that is drawn from numerous video sources thanks to knowledge retrieval through graph search.