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Year
Natural evolution strategies
D Wierstra, T Schaul, T Glasmachers, Y Sun, J Peters, J Schmidhuber
The Journal of Machine Learning Research 15 (1), 949-980, 2014
8052014
PyBrain
T Schaul, J Bayer, D Wierstra, Y Sun, M Felder, F Sehnke, T Rückstieß, ...
Journal of Machine Learning Research 11 (ARTICLE), 743-746, 2010
4522010
Exponential natural evolution strategies
T Glasmachers, T Schaul, S Yi, D Wierstra, J Schmidhuber
Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010
1922010
Planning to be surprised: Optimal Bayesian exploration in dynamic environments.
Y Sun, FJ Gomez, J Schmidhuber
AGI, 41-51, 2011
1582011
Efficient natural evolution strategies
Y Sun, D Wierstra, T Schaul, J Schmidhuber
Proceedings of the 11th Annual conference on Genetic and evolutionary …, 2009
1282009
Exploring parameter space in reinforcement learning
T Rückstiess, F Sehnke, T Schaul, D Wierstra, Y Sun, J Schmidhuber
Paladyn, Journal of Behavioral Robotics 1 (1), 14-24, 2010
1052010
Stochastic search using the natural gradient
S Yi, D Wierstra, T Schaul, J Schmidhuber
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
982009
Generalized loopy 2U: a new algorithm for approximate inference in credal networks
A Antonucci, Y Sun, CP De Campos, M Zaffalon
International Journal of Approximate Reasoning 51 (5), 474-484, 2010
392010
Improving the asymptotic performance of Markov chain Monte-Carlo by inserting vortices
Y Sun, J Schmidhuber, F Gomez
Advances in Neural Information Processing Systems 23, 2010
392010
A linear time natural evolution strategy for non-separable functions
Y Sun, T Schaul, F Gomez, J Schmidhuber
Proceedings of the 15th annual conference companion on Genetic and …, 2013
302013
Natural evolution strategies
D Wierstra, T Schaul, T Glasmachers, Y Sun, J Schmidhuber
arXiv preprint arXiv:1106.4487, 2011
292011
Curiosity-driven optimization
T Schaul, Y Sun, D Wierstra, F Gomez, J Schmidhuber
2011 IEEE Congress of Evolutionary Computation (CEC), 1343-1349, 2011
282011
Incremental Basis Construction from Temporal Difference Error.
Y Sun, FJ Gomez, MB Ring, J Schmidhuber
ICML, 481-488, 2011
182011
On the size of the online kernel sparsification dictionary
Y Sun, F Gomez, J Schmidhuber
arXiv preprint arXiv:1206.4623, 2012
152012
Planning to be surprised: Optimal Bayesian exploration in dynamic environments
S Yi, F Gomez, J Schmidhuber
Proc. Fourth Conference on Artificial General Intelligence (AGI), Google …, 2011
152011
An EM based training algorithm for recurrent neural networks
J Unkelbach, S Yi, J Schmidhuber
Artificial Neural Networks–ICANN 2009: 19th International Conference …, 2009
122009
PyBrain
S Tom, B Justin, W Daan, Y Sun, F Martin, S Frank, R Thomas, S Jürgen
Journal of Machine Learning Research 11, 743-746, 2010
72010
Frontier Search
Y Sun, T Glasmachers, T Schaul, J Schmidhuber
3d Conference on Artificial General Intelligence (AGI-2010), 118-123, 2010
4*2010
The GL2U Package
SUN Yi
12008
On the generation of representations for reinforcement learning
Y Sun
Università della Svizzera italiana, 2012
2012
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Articles 1–20