知識表現arXiv:2211.14896
機能的对象指向ネットワークによる知識検索
Knowledge Retrieval Using Functional Object-Oriented Networks
ロボットタスクの知識表現モデルFOONを構築し、その構造と探索アルゴリズムを検討した論文。
分類: cs.RO, cs.AI
原文アブストラクト
Robotic agents often perform tasks that transform sets of input objects into output objects through functional motions. This work describes the FOON knowledge representation model for robotic tasks. We define the structure and key components of FOON and describe the process we followed to create our universal FOON dataset. The paper describes various search algorithms and heuristic functions we used to search for objects within the FOON. We performed multiple searches on our universal FOON using these algorithms and discussed the effectiveness of each algorithm.