Chair of Cyber Physical Systems (190)

Organisational unit: Chair

Research output

  1. Published

    Robust policy updates for stochastic optimal control

    Rueckert, E., Mindt, M., Peters, J. & Neumann, G., 12 Feb 2015, p. 388-393. 6 p.

    Research output: Contribution to conferencePaperpeer-review

  2. Published

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

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

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

  3. Published

    A Framework for Learning Visual and Tactile Correlation

    Schödinger, B., 2022

    Research output: ThesisMaster's Thesis

  4. Published

    A comparison of distance measures for learning nonparametric motor skill libraries

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

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

  5. Published

    Experience Reuse with Probabilistic Movement Primitives

    Stark, S., Peters, J. & Rueckert, E., Nov 2019, IEEE International Conference on Intelligent Robots and Systems. p. 1210-1217 8 p. (IEEE International Conference on Intelligent Robots and Systems).

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

  6. Published

    SKID RAW: Skill Discovery from Raw Trajectories

    Tanneberg, D., Ploeger, K., Rueckert, E. & Peters, J., Jul 2021, In: IEEE robotics and automation letters. 6, 3, p. 4696-4703 8 p., 9387162.

    Research output: Contribution to journalArticleResearchpeer-review

  7. Published

    Evolutionary training and abstraction yields algorithmic generalization of neural computers

    Tanneberg, D., Rückert, E. & Peters, J., 16 Nov 2020, In: Nature machine intelligence.

    Research output: Contribution to journalArticleResearchpeer-review

  8. Published

    Deep spiking networks for model-based planning in humanoids

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

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

  9. Published

    Efficient online adaptation with stochastic recurrent neural networks

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

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

  10. Published

    Green and blue infrastructure as model system for emissions of technology-critical elements

    Trimmel, S., Spörl, P., Haluza, D., Lashin, N., Meisel, T. C., Pitha, U., Prohaska, T., Puschenreiter, M., Rückert, E., Spangl, B., Wiedenhofer, D. & Irrgeher, J., 20 May 2024, In: Science of the total environment. 934.2024, 15, 15 p., 173364.

    Research output: Contribution to journalArticleResearchpeer-review