This repo is used for creating human demonstrion from simulation.
Here is the main features:
- The simulated objects could be easily created or edited by json files.
- Optimaize the code to make sure all the recorded data is reproducable and always follow the timestamps.
- Flexible CLI to control the procedure of recording human demonstration.
The framework graph of this system is following:
This application supports our paper "A Comprehensive User Study on Augmented Reality-Based Data Collection Interfaces for Robot Learning", which was published on HRI2024. If you find our work useful, please consider citing.
@inproceedings{jiang2024comprehensive,
title={A Comprehensive User Study on Augmented Reality-Based Data Collection Interfaces for Robot Learning},
author={Jiang, Xinkai and Mattes, Paul and Jia, Xiaogang and Schreiber, Nicolas and Neumann, Gerhard and Lioutikov, Rudolf},
booktitle={Proceedings of the 2024 ACM/IEEE International Conference on Human-Robot Interaction},
pages={10},
year={2024},
organization={ACM},
address={Boulder, CO, USA},
date={March 11--14}
}
- SimulationFramework (Mjbeta)
- SimPublisher