Juergen Schmidhuber

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Juergen Schmidhuber

 https://orcid.org/0000-0002-1468-6758
Calculated based on number of publications stored in Pure and citations from Scopus
1989 …2025

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  • 2009

    Super Mario evolution

    Togelius, J., Karakovskiy, S., Koutník, J. & Schmidhuber, J., Dec 14 2009, CIG2009 - 2009 IEEE Symposium on Computational Intelligence and Games. p. 156-161 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    78 Scopus citations

  • Towards distributed algorithm portfolios

    Gagliolo, M. & Schmidhuber, J., Jan 9 2009, Advances in Soft Computing. p. 634-643 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations

  • Unconstrained online handwriting recognition with recurrent neural networks

    Graves, A., Fernández, S., Liwicki, M., Bunke, H. & Schmidhuber, J., Dec 1 2009, Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    71 Scopus citations
  • 2008

    An experiment in automatic game design

    Togelius, J. & Schmidhuber, J., Dec 1 2008, 2008 IEEE Symposium on Computational Intelligence and Games, CIG 2008. p. 111-118 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    193 Scopus citations

  • A scalable neural network architecture for board games

    Schaul, T. & Schmidhuber, J., Dec 1 2008, 2008 IEEE Symposium on Computational Intelligence and Games, CIG 2008. p. 357-364 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    6 Scopus citations

  • Countering poisonous inputs with memetic neuroevolution

    Togelius, J., Schaul, T., Schmidhuber, J. & Gomez, F., Nov 26 2008, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 610-619 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    6 Scopus citations

  • Driven by compression progress

    Schmidhuber, J., Jan 1 2008, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations

  • Episodic reinforcement learning by logistic reward-weighted regression

    Wierstra, D., Schaul, T., Peters, J. & Schmidhuber, J., Dec 1 2008, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 407-416 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    9 Scopus citations

  • Fitness expectation maximization

    Wierstra, D., Schaul, T., Peters, J. & Schmidhuber, J., Nov 26 2008, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 337-346 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    17 Scopus citations

  • Generating diverse opponents with multiobjective evolution

    Agapitos, A., Togelius, J., Lucas, S. M., Schmidhuber, J. & Konstantinidis, A., Dec 1 2008, 2008 IEEE Symposium on Computational Intelligence and Games, CIG 2008. p. 135-142 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    27 Scopus citations

  • Learning what to ignore: Memetic climbing in topology and weight space

    Togelius, J., Gomez, F. & Schmidhuber, J., Nov 14 2008, 2008 IEEE Congress on Evolutionary Computation, CEC 2008. p. 3274-3281 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Natural Evolution Strategies

    Wierstra, D., Schaul, T., Peters, J. & Schmidhuber, J., Nov 14 2008, 2008 IEEE Congress on Evolutionary Computation, CEC 2008. p. 3381-3387 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    244 Scopus citations

  • Policy gradients with parameter-based exploration for control

    Sehnke, F., Osendorfer, C., Rückstieß, T., Graves, A., Peters, J. & Schmidhuber, J., Dec 1 2008, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 387-396 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    50 Scopus citations

  • State-dependent exploration for policy gradient methods

    Rückstieß, T., Felder, M. & Schmidhuber, J., Nov 19 2008, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 234-249 16 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    45 Scopus citations
  • 2007

    2006: Celebrating 75 years of AI - History and outlook: The next 25 years

    Schmidhuber, J., Jan 1 2007, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 29-41 13 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    12 Scopus citations

  • An application of recurrent neural networks to discriminative keyword spotting

    Fernández, S., Graves, A. & Schmidhuber, J., Jan 1 2007, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 220-229 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    210 Scopus citations

  • Learning restart strategies

    Gagliolo, M. & Schmidhuber, J., Dec 1 2007, IJCAI International Joint Conference on Artificial Intelligence. p. 792-797 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    29 Scopus citations

  • Multi-dimensional recurrent neural networks

    Graves, A., Fernández, S. & Schmidhuber, J., Jan 1 2007, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 549-558 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    189 Scopus citations

  • Policy gradient critics

    Wierstra, D. & Schmidhuber, J., Jan 1 2007, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 466-477 12 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    8 Scopus citations

  • RNN-based learning of compact maps for efficient robot localization

    Förster, A., Graves, A. & Schmidhuber, J., Dec 1 2007, ESANN 2007 Proceedings - 15th European Symposium on Artificial Neural Networks. p. 537-542 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    11 Scopus citations

  • Sequence labelling in structured domains with hierarchical recurrent neural networks

    Fernández, S., Graves, A. & Schmidhuber, J., Dec 1 2007, IJCAI International Joint Conference on Artificial Intelligence. p. 774-779 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    83 Scopus citations

  • Simple algorithmic principles of discovery, subjective beauty, selective attention, curiosity & creativity

    Schmidhuber, J., Jan 1 2007, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 26-38 13 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    34 Scopus citations

  • Simple algorithmic principles of discovery, subjective beauty, selective attention, curiosity and creativity

    Schmidhuber, J., Jan 1 2007, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 32-33 2 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    9 Scopus citations

  • Solving deep memory POMDPs with Recurrent Policy gradients

    Wierstra, D., Foerster, A., Peters, J. & Schmidhuber, J., Jan 1 2007, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 697-706 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    103 Scopus citations
  • 2006

    A system for robotic heart surgery that learns to tie knots using recurrent neural networks

    Mayer, H., Gomez, F., Wierstra, D., Nagy, I., Knoll, A. & Schmidhuber, J., Dec 1 2006, IEEE International Conference on Intelligent Robots and Systems. p. 543-548 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    87 Scopus citations

  • Connectionist temporal classification: Labelling unsegmented sequence data with recurrent neural 'networks

    Graves, A., Fernández, S., Gomez, F. & Schmidhuber, J., Oct 6 2006, ICML 2006 - Proceedings of the 23rd International Conference on Machine Learning. p. 369-376 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1401 Scopus citations

  • Connectionist temporal classification: Labelling unsegmented sequence data with recurrent neural networks

    Graves, A., Fernández, S., Gomez, F. & Schmidhuber, J., Dec 1 2006, ACM International Conference Proceeding Series. p. 369-376 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3632 Scopus citations

  • Dynamic Algorithm Portfolios

    Gagliolo, M. & Schmidhuber, J., Dec 1 2006, 9th International Symposium on Artificial Intelligence and Mathematics, ISAIM 2006.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    20 Scopus citations

  • Efficient non-linear control through neuroevolution

    Gomez, F., Schmidhuber, J. & Miikkulainen, R., Jan 1 2006, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 654-662 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    82 Scopus citations

  • Evolino for recurrent support vector machines

    Schmidhuber, J., Gagliolo, M., Wierstra, D. & Gomez, F., Jan 1 2006, ESANN 2006 Proceedings - European Symposium on Artificial Neural Networks. d-side publication, p. 593-598 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    8 Scopus citations

  • Impact of censored sampling on the performance of restart strategies

    Gagliolo, M. & Schmidhuber, J., Jan 1 2006, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 167-181 15 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    10 Scopus citations

  • Learning dynamic algorithm portfolios

    Gagliolo, M. & Schmidhuber, J., Aug 1 2006, Annals of Mathematics and Artificial Intelligence. p. 295-328 34 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    86 Scopus citations

  • Metric state space reinforcement learning for a vision-capable mobile robot

    Zhumatiy, V., Gomez, F., Hutter, M. & Schmidhuber, J., Dec 1 2006, Intelligent Autonomous Systems 9, IAS 2006. p. 272-281 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations

  • Prefix-like complexities and computability in the limit

    Chernov, A. & Schmidhuber, J., Jan 1 2006, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 85-93 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Quasi-online reinforcement learning for robots

    Bakker, B., Zhumatiy, V., Gruener, G. & Schmidhuber, J., Dec 27 2006, Proceedings - IEEE International Conference on Robotics and Automation. p. 2997-3002 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    31 Scopus citations
  • 2005

    A neural network model for inter-problem adaptive online time allocation

    Gagliolo, M. & Schmidhuber, J., Dec 1 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 7-12 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    16 Scopus citations

  • Bidirectional LSTM networks for improved phoneme classification and recognition

    Graves, A., Fernández, S. & Schmidhuber, J., Dec 1 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 799-804 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    737 Scopus citations

  • Classifying unprompted speech by retraining LSTM nets

    Beringer, N., Graves, A., Schiel, F. & Schmidhuber, J., Dec 1 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 575-581 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Co-evolving recurrent neurons learn deep memory POMDPs

    Gomez, F. J. & Schmidhuber, J., Dec 1 2005, GECCO 2005 - Genetic and Evolutionary Computation Conference. p. 491-498 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    50 Scopus citations

  • Completely self-referential optimal reinforcement learners

    Schmidhuber, J., Dec 1 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 223-233 11 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    20 Scopus citations

  • Evolino: Hybrid neuroevolution / optimal linear search for sequence learning

    Schmidhuber, J., Wierstra, D. & Gomez, F., Dec 1 2005, IJCAI International Joint Conference on Artificial Intelligence. p. 853-858 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    97 Scopus citations

  • Evolving modular fast-weight networks for control

    Gomez, F. & Schmidhuber, J., Dec 1 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 383-389 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    19 Scopus citations

  • Fast color-based object recognition independent of position and orientation

    Van De Giessen, M. & Schmidhuber, J., Jan 1 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 469-474 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Framewise phoneme classification with bidirectional LSTM and other neural network architectures

    Graves, A. & Schmidhuber, J., Jul 1 2005, Neural Networks. p. 602-610 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4607 Scopus citations

  • Framewise phoneme classification with bidirectional LSTM networks

    Graves, A. & Schmidhuber, J., Dec 1 2005, Proceedings of the International Joint Conference on Neural Networks. p. 2047-2052 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    527 Scopus citations

  • Gödel machines: Towards a technical justification of consciousness

    Schmidhuber, J., Dec 1 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 1-23 23 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    13 Scopus citations

  • Modeling systems with internal state using evolino

    Wierstra, D., Gomez, F. J. & Schmidhuber, J., Dec 1 2005, GECCO 2005 - Genetic and Evolutionary Computation Conference. p. 1795-1802 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    45 Scopus citations
  • 2004

    A comparison between spiking and differentiable recurrent neural networks on spoken digit recognition

    Graves, A., Beringer, N. & Schmidhuber, J., Dec 1 2004, Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence. p. 164-168 5 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    12 Scopus citations

  • Adaptive online time allocation to search algorithms

    Gagliolo, M., Zhumatiy, V. & Schmidhuber, J., Jan 1 2004, Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). Springer Verlag, p. 134-143 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    19 Scopus citations

  • Hierarchical reinforcement learning with subpolicies specializing for learned subgoals

    Bakker, B. & Schmidhuber, J., Dec 1 2004, Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence. p. 125-130 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    18 Scopus citations