Package Summary

Tags No category tags.
Version 4.3.0
License BSD
Build type CATKIN
Use RECOMMENDED

Repository Summary

Checkout URI https://github.com/start-jsk/jsk_apc.git
VCS Type git
VCS Version master
Last Updated 2024-01-16
Dev Status DEVELOPED
CI status No Continuous Integration
Released UNRELEASED
Tags No category tags.
Contributing Help Wanted (0)
Good First Issues (0)
Pull Requests to Review (0)

Package Description

Selective Dualarm Stowing

Additional Links

No additional links.

Maintainers

  • Shingo Kitagawa

Authors

  • Shingo Kitagawa

Selective Dualarm Stowing

Paper

Shingo Kitagawa, Kentaro Wada, Kei Okada, Masayuki Inaba:
Learning-based Task Failure Prediction for Selective Dual-arm Manipulation in Warehouse Stowing,
in The 15th International Conference on Intellignet Autonomous Systems, 2018.

Prerequisition

  • jsk_apc
  • Chainer

How to run

Data Collection

$ roslaunch jsk_2016_01_baxter_apc baxter.launch moveit:=true
# other pane
$ roslaunch jsk_2016_01_baxter_apc setup_for_stow.launch
# other pane
$ roslaunch selective_dualarm_stowing bimanual_stow_data_collection.launch
# other pane
$ rosrun selective_dualarm_stowing bimanual-stow-data-collection.l

Training

$ cd experiments
$ ./train_alex.py -h
usage: train_alex.py [-h] [--gpu GPU] [-o OUT] [--resume RESUME] [--loop LOOP]
                     [--threshold THRESHOLD] [--test-size TEST_SIZE]

optional arguments:
  -h, --help            show this help message and exit
  --gpu GPU
  -o OUT, --out OUT
  --resume RESUME
  --loop LOOP
  --threshold THRESHOLD
  --test-size TEST_SIZE
# Example
$ ./train_alex.py --gpu 0 -o ../logs/alex/latest --loop 10 --threshold 0.5 --test-size 0.2

Execution

$ roslaunch jsk_2016_01_baxter_apc baxter.launch moveit:=true
# other pane
$ roslaunch jsk_2016_01_baxter_apc setup_for_stow.launch
# other pane
$ roslaunch selective_dualarm_stowing selective_dualarm_stowing.launch
# other pane
$ rosrun selective_dualarm_stowing selective-stow.l

Citation

@inproceedings{SelectiveDualarmStowing:Kitagawa:IAS15,
  author={Shingo Kitagawa and Kentaro Wada and Kei Okada and Masayuki Inaba},
  booktitle={The 15th International Conference on Intellignet Autonomous Systems},
  title={Learning-based Task Failure Prediction for Selective Dual-arm Manipulation in Warehouse Stowing},
  year={2018},
  month={june}
}

CHANGELOG

Changelog for package selective_dualarm_stowing

4.3.0 (2021-07-14)

  • Merge pull request #2751 from knorth55/fix-version fix version in demo packages
  • fix version in demo packages change to 4.2.1 for all other jsk_apc packages
  • Merge pull request #2688 from knorth55/add-knorth55-ias15 add knorth55 IAS15th demo
  • fix typo
  • add selective dualarm stowing
  • Contributors: Shingo Kitagawa

Wiki Tutorials

See ROS Wiki Tutorials for more details.

Source Tutorials

Not currently indexed.

Launch files

Messages

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Services

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Plugins

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