Chair of Cyber Physical Systems (190)

Organisational unit: Chair

Publications / Theses

  1. 2019
  2. Published

    Cataglyphis ant navigation strategies solve the global localization problem in robots with binary sensors

    Rottmann, N., Bruder, R., Schweikard, A. & Rueckert, E., 2019, BIOSIGNALS 2019 - 12th International Conference on Bio-Inspired Systems and Signal Processing, Proceedings; Part of 12th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2019. Putze, F., Fred, A. & Gamboa, H. (eds.). p. 214-223 10 p. (BIOSIGNALS 2019 - 12th International Conference on Bio-Inspired Systems and Signal Processing, Proceedings; Part of 12th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  3. 2018
  4. Published

    Inverse reinforcement learning via nonparametric spatio-temporal subgoal modeling

    Šošić, A., Zoubir, A. M., Rueckert, E., Peters, J. & Koeppl, H., 1 Oct 2018, In: Journal of Machine Learning Research. 19

    Research output: Contribution to journalArticleResearchpeer-review

  5. Published

    Probabilistic movement primitives under unknown system dynamics

    Paraschos, A., Rueckert, E., Peters, J. & Neumann, G., 19 Mar 2018, In: Advanced Robotics. 32, 6, p. 297-310 14 p.

    Research output: Contribution to journalArticleResearchpeer-review

  6. 2017
  7. Published

    A comparison of distance measures for learning nonparametric motor skill libraries

    Stark, S., Peters, J. & Rueckert, E., 22 Dec 2017, 2017 IEEE-RAS 17th International Conference on Humanoid Robotics, Humanoids 2017. IEEE Computer Society, p. 624-630 7 p. (IEEE-RAS International Conference on Humanoid Robots).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  8. Published

    Efficient online adaptation with stochastic recurrent neural networks

    Tanneberg, D., Peters, J. & Rueckert, E., 22 Dec 2017, 2017 IEEE-RAS 17th International Conference on Humanoid Robotics, Humanoids 2017. IEEE Computer Society, p. 198-204 7 p. (IEEE-RAS International Conference on Humanoid Robots).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  9. Published

    Learning inverse dynamics models in O(n) time with LSTM networks

    Rueckert, E., Nakatenus, M., Tosatto, S. & Peters, J., 22 Dec 2017, 2017 IEEE-RAS 17th International Conference on Humanoid Robotics, Humanoids 2017. IEEE Computer Society, p. 811-816 6 p. (IEEE-RAS International Conference on Humanoid Robots).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  10. 2016
  11. Published

    Deep spiking networks for model-based planning in humanoids

    Tanneberg, D., Paraschos, A., Peters, J. & Rueckert, E., 30 Dec 2016, Humanoids 2016 - IEEE-RAS International Conference on Humanoid Robots. IEEE Computer Society, p. 656-661 6 p. 7803344. (IEEE-RAS International Conference on Humanoid Robots).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  12. Published

    Model estimation and control of compliant contact normal force

    Azad, M., Ortenzi, V., Lin, H. C., Rueckert, E. & Mistry, M., 30 Dec 2016, Humanoids 2016 - IEEE-RAS International Conference on Humanoid Robots. IEEE Computer Society, p. 442-447 6 p. 7803313. (IEEE-RAS International Conference on Humanoid Robots).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  13. Published

    A low-cost sensor glove with vibrotactile feedback and multiple finger joint and hand motion sensing for human-robot interaction

    Weber, P., Rueckert, E., Calandra, R., Peters, J. & Beckerle, P., 15 Nov 2016, 25th IEEE International Symposium on Robot and Human Interactive Communication, RO-MAN 2016. Institute of Electrical and Electronics Engineers Inc., p. 99-104 6 p. 7745096. (25th IEEE International Symposium on Robot and Human Interactive Communication, RO-MAN 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  14. Published

    Probabilistic Movement Models Show that Postural Control Precedes and Predicts Volitional Motor Control

    Rueckert, E., Camernik, J., Peters, J. & Babic, J., 22 Jun 2016, In: Scientific Reports. 6, 28455.

    Research output: Contribution to journalArticleResearchpeer-review