A Concept for User-Centered Delegation of Abstract High-Level Tasks to Cobots for Flexible Lot Sizes
Fuente:
arXiv
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1866911048675622912 |
|---|---|
| author | Schmidt, Moritz Meitinger, Claudia |
| author_facet | Schmidt, Moritz Meitinger, Claudia |
| contents | Technical advances in collaborative robots (cobots) are making them increasingly attractive to companies. However, many human operators are not trained to program complex machines. Instead, humans are used to communicating with each other on a task-based level rather than through specific instructions, as is common with machines. The gap between low-level instruction-based and high-level task-based communication leads to low values for usability scores of teach pendant programming. As a solution, we propose a task-based interaction concept that allows human operators to delegate a complex task to a machine without programming by specifying a task via triplets. The concept is based on task decomposition and a reasoning system using a cognitive architecture. The approach is evaluated in an industrial use case where mineral cast basins have to be sanded by a cobot in a crafts enterprise. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2311_01253 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | A Concept for User-Centered Delegation of Abstract High-Level Tasks to Cobots for Flexible Lot Sizes Schmidt, Moritz Meitinger, Claudia Robotics Technical advances in collaborative robots (cobots) are making them increasingly attractive to companies. However, many human operators are not trained to program complex machines. Instead, humans are used to communicating with each other on a task-based level rather than through specific instructions, as is common with machines. The gap between low-level instruction-based and high-level task-based communication leads to low values for usability scores of teach pendant programming. As a solution, we propose a task-based interaction concept that allows human operators to delegate a complex task to a machine without programming by specifying a task via triplets. The concept is based on task decomposition and a reasoning system using a cognitive architecture. The approach is evaluated in an industrial use case where mineral cast basins have to be sanded by a cobot in a crafts enterprise. |
| title | A Concept for User-Centered Delegation of Abstract High-Level Tasks to Cobots for Flexible Lot Sizes |
| topic | Robotics |
| url | https://arxiv.org/abs/2311.01253 |