Calvin: A benchmark for language-conditioned policy learning for long-horizon robot manipulation tasks O Mees, L Hermann, E Rosete-Beas, W Burgard IEEE Robotics and Automation Letters 7 (3), 7327-7334, 2022 | 149 | 2022 |
What matters in language conditioned robotic imitation learning over unstructured data O Mees, L Hermann, W Burgard IEEE Robotics and Automation Letters 7 (4), 11205-11212, 2022 | 103 | 2022 |
Affordance learning from play for sample-efficient policy learning J Borja-Diaz, O Mees, G Kalweit, L Hermann, J Boedecker, W Burgard 2022 International Conference on Robotics and Automation (ICRA), 6372-6378, 2022 | 33 | 2022 |
Adaptive curriculum generation from demonstrations for sim-to-real visuomotor control L Hermann, M Argus, A Eitel, A Amiranashvili, W Burgard, T Brox 2020 IEEE International Conference on Robotics and Automation (ICRA), 6498-6505, 2020 | 31 | 2020 |
Flowcontrol: Optical flow based visual servoing M Argus, L Hermann, J Long, T Brox 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020 | 22 | 2020 |
Hindsight for foresight: Unsupervised structured dynamics models from physical interaction I Nematollahi, O Mees, L Hermann, W Burgard 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020 | 20 | 2020 |
Pre-training of deep rl agents for improved learning under domain randomization A Amiranashvili, M Argus, L Hermann, W Burgard, T Brox arXiv preprint arXiv:2104.14386, 2021 | 5 | 2021 |
Robotio: A python library for robot manipulation experiments L Hermann, M Argus, A Röfer, A Valada, T Brox arXiv preprint arXiv:2207.13591, 2022 | 1 | 2022 |