Yi Sun

According to our database, Yi Sun authored at least 14 papers between 2009 and 2014.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2014

Natural evolution strategies.

Daan Wierstra, Tom Schaul, Tobias Glasmachers, Yi Sun, Jan Peters, Jürgen Schmidhuber

J. Mach. Learn. Res., 2014

2013

A linear time natural evolution strategy for non-separable functions.

Yi Sun, Tom Schaul, Faustino J. Gomez, Jürgen Schmidhuber

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012

On the Size of the Online Kernel Sparsification Dictionary.

Yi Sun, Faustino J. Gomez, Jürgen Schmidhuber

Proceedings of the 29th International Conference on Machine Learning, 2012

2011

Natural Evolution Strategies

Daan Wierstra, Tom Schaul, Tobias Glasmachers, Yi Sun, Jürgen Schmidhuber

CoRR, 2011

Incremental Basis Construction from Temporal Difference Error.

Yi Sun, Faustino J. Gomez, Mark B. Ring, Jürgen Schmidhuber

Proceedings of the 28th International Conference on Machine Learning, 2011

Curiosity-driven optimization.

Tom Schaul, Yi Sun, Daan Wierstra, Faustino J. Gomez, Jürgen Schmidhuber

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Planning to Be Surprised: Optimal Bayesian Exploration in Dynamic Environments.

Yi Sun, Faustino J. Gomez, Jürgen Schmidhuber

Proceedings of the Artificial General Intelligence - 4th International Conference, 2011

2010

Exploring parameter space in reinforcement learning.

Thomas Rückstieß, Frank Sehnke, Tom Schaul, Daan Wierstra, Yi Sun, Jürgen Schmidhuber

Paladyn J. Behav. Robotics, 2010

PyBrain.

Tom Schaul, Justin Bayer, Daan Wierstra, Yi Sun, Martin Felder, Frank Sehnke, Thomas Rückstieß, Jürgen Schmidhuber

J. Mach. Learn. Res., 2010

Improving the Asymptotic Performance of Markov Chain Monte-Carlo by Inserting Vortices.

Yi Sun, Faustino J. Gomez, Jürgen Schmidhuber

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Exponential natural evolution strategies.

Tobias Glasmachers, Tom Schaul, Yi Sun, Daan Wierstra, Jürgen Schmidhuber

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

2009

Stochastic search using the natural gradient.

Yi Sun, Daan Wierstra, Tom Schaul, Jürgen Schmidhuber

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

An EM Based Training Algorithm for Recurrent Neural Networks.

Jan Unkelbach, Yi Sun, Jürgen Schmidhuber

Proceedings of the Artificial Neural Networks, 2009

Efficient natural evolution strategies.

Yi Sun, Daan Wierstra, Tom Schaul, Jürgen Schmidhuber

Proceedings of the Genetic and Evolutionary Computation Conference, 2009