VLM Action Parser Library
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Zenodo
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| Auteurs principaux: | , , , |
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| Format: | Recurso digital |
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Zenodo
2025
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| _version_ | 1866902092450365440 |
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| author | Kuster, Boris Simonič, Mihael Mavsar, Matija Nemec, Bojan |
| author_facet | Kuster, Boris Simonič, Mihael Mavsar, Matija Nemec, Bojan |
| contents | <p>Module for prediction and execution of robotic skills using vision-language models (VLMs).</p> <p>Initial textual instructions (e.g. task board completion steps) along with an optional auxiliary image (e.g. depicting taskboard components) are processed into a robot-executable task list. This module relies on a skill library (consisting of motion primitives for executing tasks , e.g. steps in taskboard benchmark).</p> <p>It can also be queried to determine action success (e.g. whether or not the door has been opened). </p> <p>Internally, it uses langchain, so the module can connect to different VLMs (local models or OpenAI API). </p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_14929983 |
| institution | Zenodo |
| language | |
| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | VLM Action Parser Library Kuster, Boris Simonič, Mihael Mavsar, Matija Nemec, Bojan <p>Module for prediction and execution of robotic skills using vision-language models (VLMs).</p> <p>Initial textual instructions (e.g. task board completion steps) along with an optional auxiliary image (e.g. depicting taskboard components) are processed into a robot-executable task list. This module relies on a skill library (consisting of motion primitives for executing tasks , e.g. steps in taskboard benchmark).</p> <p>It can also be queried to determine action success (e.g. whether or not the door has been opened). </p> <p>Internally, it uses langchain, so the module can connect to different VLMs (local models or OpenAI API). </p> |
| title | VLM Action Parser Library |
| url | https://doi.org/10.5281/zenodo.14929983 |