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The TensorFlow Datasets Authors
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Publish 'spoc' and 'plex_robosuite' OXE datasets, see https://robotics-transformer-x.github.io/.
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tensorflow_datasets/robotics/__init__.py

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from tensorflow_datasets.robotics.rtx import NyuDoorOpeningSurprisingEffectiveness
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from tensorflow_datasets.robotics.rtx import NyuFrankaPlayDatasetConvertedExternallyToRlds
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from tensorflow_datasets.robotics.rtx import NyuRotDatasetConvertedExternallyToRlds
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from tensorflow_datasets.robotics.rtx import PlexRobosuite
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from tensorflow_datasets.robotics.rtx import RoboSet
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from tensorflow_datasets.robotics.rtx import Roboturk
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from tensorflow_datasets.robotics.rtx import Spoc
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from tensorflow_datasets.robotics.rtx import StanfordHydraDatasetConvertedExternallyToRlds
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from tensorflow_datasets.robotics.rtx import StanfordKukaMultimodalDatasetConvertedExternallyToRlds
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from tensorflow_datasets.robotics.rtx import StanfordMaskVitConvertedExternallyToRlds

tensorflow_datasets/robotics/rtx/__init__.py

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from tensorflow_datasets.robotics.rtx.rtx import NyuDoorOpeningSurprisingEffectiveness
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from tensorflow_datasets.robotics.rtx.rtx import NyuFrankaPlayDatasetConvertedExternallyToRlds
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from tensorflow_datasets.robotics.rtx.rtx import NyuRotDatasetConvertedExternallyToRlds
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from tensorflow_datasets.robotics.rtx.rtx import PlexRobosuite
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from tensorflow_datasets.robotics.rtx.rtx import RoboSet
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from tensorflow_datasets.robotics.rtx.rtx import Roboturk
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from tensorflow_datasets.robotics.rtx.rtx import Spoc
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from tensorflow_datasets.robotics.rtx.rtx import StanfordHydraDatasetConvertedExternallyToRlds
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from tensorflow_datasets.robotics.rtx.rtx import StanfordKukaMultimodalDatasetConvertedExternallyToRlds
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from tensorflow_datasets.robotics.rtx.rtx import StanfordMaskVitConvertedExternallyToRlds

tensorflow_datasets/robotics/rtx/rtx.py

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def get_relative_dataset_location(self):
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return 'bridge_data_msr/0.0.1'
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class PlexRobosuite(dataset_importer_builder.DatasetImporterBuilder):
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"""DatasetBuilder for `plex_robosuite` dataset."""
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def get_description(self):
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return (
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"A dataset of high-qualty demonstration trajectories for Robosuite's"
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' Door, Stack, PickPlaceMilk, PickPlaceBread, PickPlaceCereal, and'
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' NutAssemblyRound tasks, 75 demonstrations per each.'
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)
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def get_citation(self):
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return 'https://doi.org/10.48550/arXiv.2303.08789'
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def get_homepage(self):
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return 'https://microsoft.github.io/PLEX/'
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def get_relative_dataset_location(self):
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return 'plex_robosuite/0.0.1'
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class Spoc(dataset_importer_builder.DatasetImporterBuilder):
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"""DatasetBuilder for `spoc` dataset."""
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def get_description(self):
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return ''
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def get_citation(self):
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return r"""@article{spoc2023,
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author = {Kiana Ehsani, Tanmay Gupta, Rose Hendrix, Jordi Salvador, Luca Weihs, Kuo-Hao Zeng, Kunal Pratap Singh, Yejin Kim, Winson Han, Alvaro Herrasti, Ranjay Krishna, Dustin Schwenk, Eli VanderBilt, Aniruddha Kembhavi},
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title = {Imitating Shortest Paths in Simulation Enables Effective Navigation and Manipulation in the Real World},
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journal = {arXiv},
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year = {2023},
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eprint = {2312.02976},
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}"""
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def get_homepage(self):
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return 'https://spoc-robot.github.io/'
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def get_relative_dataset_location(self):
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return 'spoc/0.0.1'

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