Yi Sun
Yi Sun
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TitleCited byYear
PyBrain
T Schaul, J Bayer, D Wierstra, Y Sun, M Felder, F Sehnke, T RĆ¼ckstieĆ, ...
Journal of Machine Learning Research 11 (Feb), 743-746, 2010
3782010
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
1532014
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
1242010
Efficient natural evolution strategies
Y Sun, D Wierstra, T Schaul, J Schmidhuber
Proceedings of the 11th Annual conference on Genetic and evolutionary …, 2009
822009
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
752010
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
682009
Planning to be surprised: Optimal bayesian exploration in dynamic environments
Y Sun, F Gomez, J Schmidhuber
International Conference on Artificial General Intelligence, 41-51, 2011
612011
Improving the asymptotic performance of Markov chain Monte-Carlo by inserting vortices
Y Sun, J Schmidhuber, FJ Gomez
Advances in Neural Information Processing Systems, 2235-2243, 2010
282010
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
272010
A linear time natural evolution strategy for non-separable functions
Y Sun, F Gomez, T Schaul, J Schmidhuber
arXiv preprint arXiv:1106.1998, 2011
252011
Incremental Basis Construction from Temporal Difference Error.
Y Sun, FJ Gomez, MB Ring, J Schmidhuber
ICML, 481-488, 2011
172011
Curiosity-driven optimization
T Schaul, Y Sun, D Wierstra, F Gomez, J Schmidhuber
2011 IEEE Congress of Evolutionary Computation (CEC), 1343-1349, 2011
152011
On the size of the online kernel sparsification dictionary
Y Sun, F Gomez, J Schmidhuber
arXiv preprint arXiv:1206.4623, 2012
122012
An EM based training algorithm for recurrent neural networks
J Unkelbach, S Yi, J Schmidhuber
International Conference on Artificial Neural Networks, 964-974, 2009
102009
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
62011
Frontier Search
Y Sun, T Glasmachers, T Schaul, J Schmidhuber
3d Conference on Artificial General Intelligence (AGI-2010), 2010
52010
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
42010
On the generation of representations for reinforcement learning
Y Sun
Università della Svizzera italiana, 2012
2012
1IDSIA, University of Lugano, Galleria 2, Manno-Lugano, 6900, Switzerland 2Technische Universität München, Garching D-86748, Germany
T Schaul, J Bayer, D Wierstra, Y Sun, M Felder, F Sehnke, T Rückstieß, ...
Journal of Machine Learning Research 1, 999-1000, 2010
2010
EGL2U: Tractable Inference on Large Scale Credal Networks
SUN Yi
2008
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