← Search

Natsuki Yamanobe

5 accepted papers

2026

Prompt2Craft: Generating Functional Craft Assemblies With LLMs

RA-L 2026

The Craft Assembly Task - a robotic assembly task inspired by handmade crafts - poses unique challenges relative to a traditional object assembly task.It involves open-ended decisions that are difficult to automate, with previous work relying on prior assumptions or expert knowledge, limiting scalab

Cited by 0SourceScholar
2024

Component Selection for Craft Assembly Tasks

RA-L 2024

Inspired by traditional handmade crafts, where a person improvises assemblies based on the available objects, we formally introduce the Craft Assembly Task. It is a robotic assembly task that involves building an accurate representation of a given target object using the available objects, which do

Cited by 1SourceScholar
2022

Efficient Task/Motion Planning for a Dual-arm Robot from Language Instructions and Cooking Images

IROS 2022poster

When generating robot motions based on instructions such as cooking recipes, ambiguity of the instructions and lack of necessary information are problematic for the robot. To solve this problem, we propose an efficient motion planning approach for a dual-arm robot by constructing a graph repre-senti…

Cited by 23SourceScholar
2021

Assembly Action Understanding from Fine-Grained Hand Motions, a Multi-camera and Deep Learning Approach

IROS 2021poster

This article presents a novel software architecture enabling the analysis of assembly actions from fine-grained hand motions. Unlike previous works that compel humans to wear ad-hoc devices or visual markers in the human body, our approach enables users to move without additional burdens. Modules de…

Cited by 13SourceScholar
2021

Assembly Planning by Recognizing a Graphical Instruction Manual

IROS 2021poster

This paper proposes a robot assembly planning method by automatically reading the graphical instruction manuals designed for humans. Essentially, the method generates an Assembly Task Sequence Graph (ATSG) by recognizing a graphical instruction manual. An ATSG is a graph describing the assembly task…

Cited by 13SourceScholar