| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Vincent Graziano, Faustino J. Gomez, Mark B. Ring, Jürgen Schmidhuber |
T-Learning  |
CoRR  |
2012 |
DBLP BibTeX RDF |
|
| 1 | Dan Ciresan, Ueli Meier, Jürgen Schmidhuber |
Multi-column Deep Neural Networks for Image Classification |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Mikhail Frank, Alexander Förster, Jürgen Schmidhuber |
Reflexive Collision Response with Virtual Skin - Roadmap Planning Meets Reinforcement Learning. |
ICAART |
2012 |
DBLP BibTeX RDF |
|
| 1 | Dan Ciresan, Ueli Meier, Jonathan Masci, Luca Maria Gambardella, Jürgen Schmidhuber |
High-Performance Neural Networks for Visual Object Classification |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jürgen Schmidhuber |
POWERPLAY: Training an Increasingly General Problem Solver by Continually Searching for the Simplest Still Unsolvable Problem |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Tom Schaul, Julian Togelius, Jürgen Schmidhuber |
Measuring Intelligence through Games |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Yi Sun, Faustino J. Gomez, Jürgen Schmidhuber |
Planning to Be Surprised: Optimal Bayesian Exploration in Dynamic Environments |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Varun Raj Kompella, Matthew D. Luciw, Jürgen Schmidhuber |
Incremental Slow Feature Analysis: Adaptive and Episodic Learning from High-Dimensional Input Streams |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jonathan Masci, Davide Migliore, Michael M. Bronstein, Jürgen Schmidhuber |
Descriptor learning for omnidirectional image matching |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Yi Sun, Faustino J. Gomez, Tom Schaul, Jürgen Schmidhuber |
A Linear Time Natural Evolution Strategy for Non-Separable Functions |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Dan Ciresan, Ueli Meier, Luca Maria Gambardella, Jürgen Schmidhuber |
Handwritten Digit Recognition with a Committee of Deep Neural Nets on GPUs |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Daan Wierstra, Tom Schaul, Tobias Glasmachers, Yi Sun, Jürgen Schmidhuber |
Natural Evolution Strategies |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Matteo Gagliolo, Jürgen Schmidhuber |
Algorithm portfolio selection as a bandit problem with unbounded losses. |
Ann. Math. Artif. Intell. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Vincent Graziano, Jan Koutník, Jürgen Schmidhuber |
Unsupervised Modeling of Partially Observable Environments. |
ECML/PKDD |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Varun Raj Kompella, Leo Pape, Jonathan Masci, Mikhail Frank, Jürgen Schmidhuber |
AutoIncSFA and vision-based developmental learning for humanoid robots. |
Humanoids |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Tom Schaul, Tobias Glasmachers, Jürgen Schmidhuber |
High dimensions and heavy tails for natural evolution strategies. |
GECCO |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Dan Claudiu Ciresan, Ueli Meier, Jonathan Masci, Luca Maria Gambardella, Jürgen Schmidhuber |
Flexible, High Performance Convolutional Neural Networks for Image Classification. |
IJCAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Varun Raj Kompella, Matthew D. Luciw, Jürgen Schmidhuber |
Incremental Slow Feature Analysis. |
IJCAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Dan Claudiu Ciresan, Ueli Meier, Luca Maria Gambardella, Jürgen Schmidhuber |
Convolutional Neural Network Committees for Handwritten Character Classification. |
ICDAR |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ueli Meier, Dan Claudiu Ciresan, Luca Maria Gambardella, Jürgen Schmidhuber |
Better Digit Recognition with a Committee of Simple Neural Nets. |
ICDAR |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Tom Schaul, Yi Sun, Daan Wierstra, Faustino J. Gomez, Jürgen Schmidhuber |
Curiosity-driven optimization. |
IEEE Congress on Evolutionary Computation |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jonathan Masci, Ueli Meier, Dan Ciresan, Jürgen Schmidhuber |
Stacked Convolutional Auto-Encoders for Hierarchical Feature Extraction. |
ICANN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jawad Nagi, Frederick Ducatelle, Gianni A. Di Caro, Dan Ciresan, Ueli Meier, Alessandro Giusti, Farrukh Nagi, Jürgen Schmidhuber, Luca Maria Gambardella |
Max-pooling convolutional neural networks for vision-based hand gesture recognition. |
ICSIPA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Tobias Glasmachers, Jürgen Schmidhuber |
Optimal Direct Policy Search. |
AGI |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jürgen Schmidhuber, Dan Ciresan, Ueli Meier, Jonathan Masci, Alex Graves |
On Fast Deep Nets for AGI Vision. |
AGI |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Yi Sun, Faustino J. Gomez, Jürgen Schmidhuber |
Planning to Be Surprised: Optimal Bayesian Exploration in Dynamic Environments. |
AGI |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jürgen Schmidhuber, Kristinn R. Thórisson, Moshe Looks (eds.) |
Artificial General Intelligence - 4th International Conference, AGI 2011, Mountain View, CA, USA, August 3-6, 2011. Proceedings |
AGI |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Linus Gisslén, Matthew D. Luciw, Vincent Graziano, Jürgen Schmidhuber |
Sequential Constant Size Compressors for Reinforcement Learning. |
AGI |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Tom Schaul, Leo Pape, Tobias Glasmachers, Vincent Graziano, Jürgen Schmidhuber |
Coherence Progress: A Measure of Interestingness Based on Fixed Compressors. |
AGI |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Bas R. Steunebrink, Jürgen Schmidhuber |
A Family of Gödel Machine Implementations. |
AGI |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Yi Sun, Faustino J. Gomez, Mark B. Ring, Jürgen Schmidhuber |
Incremental Basis Construction from Temporal Difference Error. |
ICML |
2011 |
DBLP BibTeX RDF |
|
| 1 | Dan Ciresan, Ueli Meier, Jonathan Masci, Jürgen Schmidhuber |
A committee of neural networks for traffic sign classification. |
IJCNN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Leo Pape, Faustino J. Gomez, Juergen Ring, Jürgen Schmidhuber |
Modular deep belief networks that do not forget. |
IJCNN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jürgen Schmidhuber |
Lifelong Credit Assignment with the Success-Story Algorithm. |
Lifelong Learning |
2011 |
DBLP BibTeX RDF |
|
| 1 | Somayeh Danafar, Alessandro Giusti, Jürgen Schmidhuber |
Novel Kernel-Based Recognizers of Human Actions. |
EURASIP J. Adv. Sig. Proc. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Daan Wierstra, Alexander Förster, Jan Peters, Jürgen Schmidhuber |
Recurrent policy gradients. |
Logic Journal of the IGPL |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Tom Schaul, Justin Bayer, Daan Wierstra, Yi Sun, Martin Felder, Frank Sehnke, Thomas Rückstieß, Jürgen Schmidhuber |
PyBrain. |
Journal of Machine Learning Research |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ulrich Rührmair, Frank Sehnke, Jan Sölter, Gideon Dror, Srinivas Devadas, Jürgen Schmidhuber |
Modeling Attacks on Physical Unclonable Functions. |
IACR Cryptology ePrint Archive |
2010 |
DBLP BibTeX RDF |
|
| 1 | Frank Sehnke, Christian Osendorfer, Thomas Rückstieß, Alex Graves, Jan Peters, Jürgen Schmidhuber |
Parameter-exploring policy gradients. |
Neural Networks |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Jürgen Schmidhuber |
Evolution of National Nobel Prize Shares in the 20th Century |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Dan Claudiu Ciresan, Ueli Meier, Luca Maria Gambardella, Jürgen Schmidhuber |
Deep Big Simple Neural Nets Excel on Handwritten Digit Recognition |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Dan Claudiu Ciresan, Ueli Meier, Luca Maria Gambardella, Jürgen Schmidhuber |
Deep, Big, Simple Neural Nets for Handwritten Digit Recognition. |
Neural Computation |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Tom Schaul, Jürgen Schmidhuber |
Metalearning. |
Scholarpedia |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Jürgen Schmidhuber |
Formal Theory of Creativity, Fun, and Intrinsic Motivation (1990-2010). |
IEEE T. Autonomous Mental Development |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Jürgen Schmidhuber |
Formal Theory of Fun and Creativity. |
ECML/PKDD |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Somayeh Danafar, Arthur Gretton, Jürgen Schmidhuber |
Characteristic Kernels on Structured Domains Excel in Robotics and Human Action Recognition. |
ECML/PKDD |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Tobias Glasmachers, Tom Schaul, Jürgen Schmidhuber |
A Natural Evolution Strategy for Multi-objective Optimization. |
PPSN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Tobias Glasmachers, Tom Schaul, Yi Sun, Daan Wierstra, Jürgen Schmidhuber |
Exponential natural evolution strategies. |
GECCO |
2010 |
DBLP DOI BibTeX RDF |
evolution strategies, black box optimization, unconstrained optimization, natural gradient |
| 1 | Jan Koutník, Faustino J. Gomez, Jürgen Schmidhuber |
Evolving neural networks in compressed weight space. |
GECCO |
2010 |
DBLP DOI BibTeX RDF |
evolutionary algorithms, recurrent neural networks, neuroevolution, indirect encoding |
| 1 | Mandy Grüttner, Frank Sehnke, Tom Schaul, Jürgen Schmidhuber |
Multi-Dimensional Deep Memory Atari-Go Players for Parameter Exploring Policy Gradients. |
ICANN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Frank Sehnke, Christian Osendorfer, Jan Sölter, Jürgen Schmidhuber, Ulrich Rührmair |
Policy Gradients for Cryptanalysis. |
ICANN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Frank Sehnke, Alex Graves, Christian Osendorfer, Jürgen Schmidhuber |
Multimodal Parameter-exploring Policy Gradients. |
ICMLA |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Giorgio Corani, Alessandro Giusti, Davide Migliore, Jürgen Schmidhuber |
Robust Texture Recognition Using Credal Classifiers. |
BMVC |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Matteo Gagliolo, Jürgen Schmidhuber |
Algorithm Selection as a Bandit Problem with Unbounded Losses. |
LION |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ulrich Rührmair, Frank Sehnke, Jan Sölter, Gideon Dror, Srinivas Devadas, Jürgen Schmidhuber |
Modeling attacks on physical unclonable functions. |
ACM Conference on Computer and Communications Security |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Yi Sun, Faustino J. Gomez, Jürgen Schmidhuber |
Improving the Asymptotic Performance of Markov Chain Monte-Carlo by Inserting Vortices. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Alex Graves, Marcus Liwicki, S. Fernandez, Roman Bertolami, Horst Bunke, Jürgen Schmidhuber |
A Novel Connectionist System for Unconstrained Handwriting Recognition. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | José David Martín-Guerrero, Faustino J. Gomez, Emilio Soria-Olivas, Jürgen Schmidhuber, Mónica Climente-Martí, N. Víctor Jiménez-Torres |
A reinforcement learning approach for individualizing erythropoietin dosages in hemodialysis patients. |
Expert Syst. Appl. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniil Ryabko, Jürgen Schmidhuber |
Using data compressors to construct order tests for homogeneity and component independence. |
Appl. Math. Lett. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | György Csaba, Xueming Ju, Qingqing Chen, Wolfgang Porod, Jürgen Schmidhuber, Ulf Schlichtmann, Paolo Lugli, Ulrich Rührmair |
On-Chip Electric Waves: An Analog Circuit Approach to Physical Uncloneable Functions. |
IACR Cryptology ePrint Archive |
2009 |
DBLP BibTeX RDF |
|
| 1 | Jürgen Schmidhuber |
Ultimate Cognition à la Gödel. |
Cognitive Computation |
2009 |
DBLP DOI BibTeX RDF |
Universal cognitive systems, Ultimate cognition, Optimal general problem solver, Goedel machine, Global optimality theorem, AI becoming a formal science, Self-reference |
| 1 | Yi Sun, Daan Wierstra, Tom Schaul, Jürgen Schmidhuber |
Efficient natural evolution strategies. |
GECCO |
2009 |
DBLP DOI BibTeX RDF |
optimization, evolution strategies, natural gradient |
| 1 | Niels van Hoorn, Julian Togelius, Daan Wierstra, Jürgen Schmidhuber |
Robust player imitation using multiobjective evolution. |
IEEE Congress on Evolutionary Computation |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Tom Schaul, Jürgen Schmidhuber |
Scalable Neural Networks for Board Games. |
ICANN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan Unkelbach, Yi Sun, Jürgen Schmidhuber |
An EM Based Training Algorithm for Recurrent Neural Networks. |
ICANN |
2009 |
DBLP DOI BibTeX RDF |
Particle Smoother, Recurrent neural networks, EM, Dynamical System identification |
| 1 | Justin Bayer, Daan Wierstra, Julian Togelius, Jürgen Schmidhuber |
Evolving Memory Cell Structures for Sequence Learning. |
ICANN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Faustino J. Gomez, Julian Togelius, Jürgen Schmidhuber |
Measuring and Optimizing Behavioral Complexity for Evolutionary Reinforcement Learning. |
ICANN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Julian Togelius, Sergey Karakovskiy, Jan Koutník, Jürgen Schmidhuber |
Super mario evolution. |
CIG |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Niels van Hoorn, Julian Togelius, Jürgen Schmidhuber |
Hierarchical controller learning in a First-Person Shooter. |
CIG |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Yi Sun, Daan Wierstra, Tom Schaul, Jürgen Schmidhuber |
Stochastic search using the natural gradient. |
ICML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Faustino J. Gomez, Jürgen Schmidhuber, Risto Miikkulainen |
Accelerated Neural Evolution through Cooperatively Coevolved Synapses. |
Journal of Machine Learning Research |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Santiago Fernández, Alex Graves, Jürgen Schmidhuber |
Phoneme recognition in TIMIT with BLSTM-CTC |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Jürgen Schmidhuber |
Driven by Compression Progress: A Simple Principle Explains Essential Aspects of Subjective Beauty, Novelty, Surprise, Interestingness, Attention, Curiosity, Creativity, Art, Science, Music, Jokes |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Matteo Gagliolo, Jürgen Schmidhuber |
Algorithm Selection as a Bandit Problem with Unbounded Losses |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Hermann Georg Mayer, Faustino J. Gomez, Daan Wierstra, Istvan Nagy, Alois Knoll, Jürgen Schmidhuber |
A System for Robotic Heart Surgery that Learns to Tie Knots Using Recurrent Neural Networks. |
Advanced Robotics |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Thomas Rückstieß, Martin Felder, Jürgen Schmidhuber |
State-Dependent Exploration for Policy Gradient Methods. |
ECML/PKDD |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Daan Wierstra, Tom Schaul, Jan Peters, Jürgen Schmidhuber |
Fitness Expectation Maximization. |
PPSN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Julian Togelius, Tom Schaul, Jürgen Schmidhuber, Faustino J. Gomez |
Countering Poisonous Inputs with Memetic Neuroevolution. |
PPSN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Jürgen Schmidhuber |
Driven by Compression Progress: A Simple Principle Explains Essential Aspects of Subjective Beauty, Novelty, Surprise, Interestingness, Attention, Curiosity, Creativity, Art, Science, Music, Jokes. |
ABiALS |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Julian Togelius, Faustino J. Gomez, Jürgen Schmidhuber |
Learning what to ignore: Memetic climbing in topology and weight space. |
IEEE Congress on Evolutionary Computation |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Daan Wierstra, Tom Schaul, Jan Peters, Jürgen Schmidhuber |
Natural Evolution Strategies. |
IEEE Congress on Evolutionary Computation |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Jürgen Schmidhuber |
Driven by Compression Progress. |
KES |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Daan Wierstra, Tom Schaul, Jan Peters, Jürgen Schmidhuber |
Episodic Reinforcement Learning by Logistic Reward-Weighted Regression. |
ICANN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Frank Sehnke, Christian Osendorfer, Thomas Rückstieß, Alex Graves, Jan Peters, Jürgen Schmidhuber |
Policy Gradients with Parameter-Based Exploration for Control. |
ICANN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Julian Togelius, Jürgen Schmidhuber |
An experiment in automatic game design. |
CIG |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexandros Agapitos, Julian Togelius, Simon M. Lucas, Jürgen Schmidhuber, Andreas Konstantinidis 0002 |
Generating diverse opponents with multiobjective evolution. |
CIG |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Tom Schaul, Jürgen Schmidhuber |
A scalable neural network architecture for board games. |
CIG |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Matteo Gagliolo, Jürgen Schmidhuber |
Towards Distributed Algorithm Portfolios. |
DCAI |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Alex Graves, Jürgen Schmidhuber |
Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Alexey V. Chernov, Marcus Hutter, Jürgen Schmidhuber |
Algorithmic complexity bounds on future prediction errors. |
Inf. Comput. |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey V. Chernov, Marcus Hutter, Jürgen Schmidhuber |
Algorithmic Complexity Bounds on Future Prediction Errors |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Jürgen Schmidhuber |
Simple Algorithmic Principles of Discovery, Subjective Beauty, Selective Attention, Curiosity & Creativity |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Jürgen Schmidhuber |
2006: Celebrating 75 years of AI - History and Outlook: the Next 25 Years |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Alex Graves, Santiago Fernández, Jürgen Schmidhuber |
Multi-Dimensional Recurrent Neural Networks |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Daniil Ryabko, Jürgen Schmidhuber |
Using Data Compressors to Construct Rank Tests |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Jürgen Schmidhuber, Daan Wierstra, Matteo Gagliolo, Faustino J. Gomez |
Training Recurrent Networks by Evolino. |
Neural Computation |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Jürgen Schmidhuber |
New Millennium AI and the Convergence of History. |
Challenges for Computational Intelligence |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Santiago Fernández, Alex Graves, Jürgen Schmidhuber |
Sequence Labelling in Structured Domains with Hierarchical Recurrent Neural Networks. |
IJCAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Matteo Gagliolo, Jürgen Schmidhuber |
Learning Restart Strategies. |
IJCAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Santiago Fernández, Alex Graves, Jürgen Schmidhuber |
An Application of Recurrent Neural Networks to Discriminative Keyword Spotting. |
ICANN |
2007 |
DBLP DOI BibTeX RDF |
|
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