1 code implementation • 26 Dec 2023 • Kanta Kaneda, Shunya Nagashima, Ryosuke Korekata, Motonari Kambara, Komei Sugiura
Therefore, we focus on the task of retrieving target objects from open-vocabulary user instructions in a human-in-the-loop setting, which we define as the learning-to-rank physical objects (LTRPO) task.
1 code implementation • 12 Nov 2023 • Kanta Kaneda, Ryosuke Korekata, Yuiga Wada, Shunya Nagashima, Motonari Kambara, Yui Iioka, Haruka Matsuo, Yuto Imai, Takayuki Nishimura, Komei Sugiura
This paper focuses on the DialFRED task, which is the task of embodied instruction following in a setting where an agent can actively ask questions about the task.
no code implementations • 7 Nov 2023 • Motonari Kambara, Komei Sugiura
This paper aims to develop a framework that enables a robot to execute tasks based on visual information, in response to natural language instructions for Fetch-and-Carry with Object Grounding (FCOG) tasks.
no code implementations • 14 Jul 2023 • Ryosuke Korekata, Motonari Kambara, Yu Yoshida, Shintaro Ishikawa, Yosuke Kawasaki, Masaki Takahashi, Komei Sugiura
The results show that our method outperforms the baseline method in terms of language comprehension accuracy.
1 code implementation • 19 Jul 2022 • Motonari Kambara, Komei Sugiura
Domestic service robots that support daily tasks are a promising solution for elderly or disabled people.
no code implementations • 2 Jul 2021 • Motonari Kambara, Komei Sugiura
The CRT can handle the objects because of the Case Relation Block.