Temporal Task Models

If you use the Temporal Task Model Extension of the KIT Bimanual Actions Dataset, please consider citing our corresponding work.

@inproceedings{Dreher2022,
  author    = {Christian R. G. Dreher and Tamim Asfour},
  title     = {Learning Temporal Task Models from Human Bimanual Demonstrations},
  booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
  pages     = {7664-7671},
  year      = {2022},
  doi       = {10.1109/IROS47612.2022.9981068}},
}

Bimanual Manipulation Tasks Datasets

Ground truth for bimanual manipulation tasks for researching temporal task models.

File Updated Size SHA256 hash
"Make muesli"-task (Action+Object ground truth, bimanual) 03 Mar 2022 30.2 KiB 179c99da7b416e2c0780b07fb8620d707dbd3c351dccd2177bc78418a25fd62c
"Disassemble motor"-task (Action+Object ground truth (bimanual, synthetic) 03 Mar 2022 70.6 KiB bd8306ceca43b79c364190d0585f7618e213d6195188212fdd5eb2cedf73a377
"Clean table"-task (Action+Object ground truth (synthetic) 03 Mar 2022 3.3 KiB caed96b9a913c0c91cfd28137d442a496eb23b22427e12101eefc2960ba0405d
"Clean table"-task (Action+Object ground truth (evaluation set, synthetic) 03 Mar 2022 3.5 KiB 32f40596ca1f5271a5535cd26d52b693887621abe4f976b5cf86acafd5fb9740