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Jahr: 2019
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  1. Badarinath Katti; Christiane Plociennik; Michael Schweitzer

    A Jumpstart Framework for Semantically Enhanced OPC-UA

    In: KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), Vol. 33, No. 2, Pages 131-140, Springer, 2019.

  2. Max Birtel; Alexander David; Jesko Hermann; Florian Mohr; Martin Ruskowski

    FutureFit: a strategy for getting a production asset to an industry 4.0 component – a human-centered approach

    In: Procedia Manufacturing, Vol. 38, Pages 1000-1007, ELSEVIER, 2019.

  3. Daniel Tanneberg; Elmar Rueckert; Jan Peters

    Learning Algorithmic Solutions to Symbolic Planning Tasks with a Neural Computer

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1911.00926, Pages 0-10, arXiv, 2019.

  4. Zhang-Wei Hong; Joni Pajarinen; Jan Peters

    Model-based Lookahead Reinforcement Learning

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1908.06012, Pages 0-10, arXiv, 2019.

  5. Zinan Liu; Arne Hitzmann; Shuhei Ikemoto; Svenja Stark; Jan Peters; Koh Hosoda

    Local Online Motor Babbling: Learning Motor Abundance of A Musculoskeletal Robot Arm

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1906.09013, Pages 0-10, arXiv, 2019.

  6. Zinan Liu; Kai Ploeger; Svenja Stark; Elmar Rueckert; Jan Peters

    Learning walk and trot from the same objective using different types of exploration

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1904.12336, Pages 0-10, arXiv, 2019.

  7. Kristian Kersting; Jan Peters; Constantin A. Rothkopf

    Was ist eine Professur fuer Kuenstliche Intelligenz?

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1903.09516, Pages 0-10, arXiv, 2019.

  8. Diego Agudelo-Espa~na; Sebastián Gómez-González; Stefan Bauer; Bernhard Schölkopf; Jan Peters

    Bayesian Online Detection and Prediction of Change Points

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1902.04524, Pages 0-10, arXiv, 2019.

  9. Ozan Özdenizci; Timm Meyer; Felix A. Wichmann; Jan Peters; Bernhard Schölkopf; Müjdat Çetin; Moritz Grosse-Wentrup

    Neural Signatures of Motor Skill in the Resting Brain

    In: 2019 IEEE International Conference on Systems, Man and Cybernetics. IEEE International Conference on Systems, Man, and Cybernetics (SMC-2019), October 6-9, Bari, Italy, Pages 4387-4394, IEEE, 2019.

  10. Michael Lutter; Kim Listmann; Jan Peters

    Deep Lagrangian Networks for end-to-end learning of energy-based control for under-actuated systems

    In: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2019), November 3-8, Macau, China, Pages 7718-7725, IEEE, 2019.

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