Elmar Rückert

Research output

  1. 2019
  2. Published

    Experience Reuse with Probabilistic Movement Primitives

    Stark, S., Peters, J. & Rueckert, E., Nov 2019, 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2019. Institute of Electrical and Electronics Engineers, p. 1210-1217 8 p. 8968545. (IEEE International Conference on Intelligent Robots and Systems).

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

  3. Published

    Medical robotics simulation framework for application-specific optimal kinematics

    Böttger, S., Çallar, T. C., Schweikard, A. & Rueckert, E., 1 Sep 2019, In: Current directions in biomedical engineering. 5, 1, p. 145-148 4 p.

    Research output: Contribution to journalArticleResearchpeer-review

  4. Published

    Loop closure detection in closed environments

    Rottmann, N., Bruder, R., Schweikard, A. & Rueckert, E., Sep 2019, 2019 European Conference on Mobile Robots, ECMR 2019 - Proceedings. Preucil, L., Behnke, S. & Kulich, M. (eds.). Institute of Electrical and Electronics Engineers, 8870938. (2019 European Conference on Mobile Robots, ECMR 2019 - Proceedings).

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

  5. Published

    Intrinsic motivation and mental replay enable efficient online adaptation in stochastic recurrent networks

    Tanneberg, D., Peters, J. & Rueckert, E., Jan 2019, In: Neural networks. 109, p. 67-80 14 p.

    Research output: Contribution to journalArticleResearchpeer-review

  6. 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

  7. 2018
  8. 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

  9. 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

  10. 2017
  11. 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

  12. 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

  13. 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