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+ ---
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+ license: apache-2.0
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+ task_categories:
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+ - robotics
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+ tags:
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+ - manipulation
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+ - vla
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+ ---
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+
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+ # Simple Mixed (sim&real) Franka Pick-Cube Dataset in LeRobot Format
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+ This repository contains the franka dataset in parquet format used to train PiZero in the paper [Robot Control Stack: A Lean Ecosystem for Robot Learning at Scale](https://huggingface.co/papers/2509.14932).
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+ This dataset is in LeRobot format and thus ready to use for training OpenPi, lerobot and other models which support this common format.
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+ The Robot Control Stack (RCS) is a flexible Gymnasium wrapper-based robot control interface made for robot learning and specifically Vision-Language-Action (VLA) models.
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+ It unifies MuJoCo simulation and real world robot control with four supported robots: FR3/Panda, xArm7, UR5e and SO101. It ships with several pre-build apps including data collection via teleoperation and remote model inference.
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+
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+ Project page: https://robotcontrolstack.github.io/
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+ RCS Code: https://github.com/RobotControlStack/robot-control-stack
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+
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+
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+
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+ ## Citation
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+ If you find this dataset or RCS useful for your work, please consider citing it:
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+ ```
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+ @inproceedings{juelg2025robotcontrolstack,
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+ title={{Robot Control Stack}: {A} Lean Ecosystem for Robot Learning at Scale},
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+ author={Tobias J{\"u}lg and Pierre Krack and Seongjin Bien and Yannik Blei and Khaled Gamal and Ken Nakahara and Johannes Hechtl and Roberto Calandra and Wolfram Burgard and Florian Walter},
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+ year={2025},
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+ booktitle={Proc.~of the IEEE Int.~Conf.~on Robotics \& Automation (ICRA)},
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+ note={Accepted for publication.}
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+ }
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+ ```