Yi Sun

Publication Activity (10 Years)

Years Active: 2009-2014
Publications (10 Years): 0

Top Topics

Memory Requirements

Evolution Strategy

Differential Evolution

Top Venues

GECCO (Companion)

J. Mach. Learn. Res.

Publications

Daan Wierstra, Tom Schaul, Tobias Glasmachers, Yi Sun, Jan Peters, Jürgen Schmidhuber
Natural evolution strategies. J. Mach. Learn. Res. 15 (1) (2014)
Yi Sun, Tom Schaul, Faustino J. Gomez, Jürgen Schmidhuber
A linear time natural evolution strategy for non-separable functions. GECCO (Companion) (2013)
Yi Sun, Daan Wierstra, Tom Schaul, Jürgen Schmidhuber
Efficient Natural Evolution Strategies CoRR (2012)
Yi Sun, Faustino J. Gomez, Jürgen Schmidhuber
On the Size of the Online Kernel Sparsification Dictionary. ICML (2012)
Yi Sun, Faustino J. Gomez, Jürgen Schmidhuber
On the Size of the Online Kernel Sparsification Dictionary CoRR (2012)
Daan Wierstra, Tom Schaul, Tobias Glasmachers, Yi Sun, Jürgen Schmidhuber
Natural Evolution Strategies CoRR (2011)
Tom Schaul, Yi Sun, Daan Wierstra, Faustino J. Gomez, Jürgen Schmidhuber
Curiosity-driven optimization. IEEE Congress on Evolutionary Computation (2011)
Yi Sun, Faustino J. Gomez, Tom Schaul, Jürgen Schmidhuber
A Linear Time Natural Evolution Strategy for Non-Separable Functions CoRR (2011)
Yi Sun, Faustino J. Gomez, Jürgen Schmidhuber
Planning to Be Surprised: Optimal Bayesian Exploration in Dynamic Environments CoRR (2011)
Yi Sun, Faustino J. Gomez, Mark B. Ring, Jürgen Schmidhuber
Incremental Basis Construction from Temporal Difference Error. ICML (2011)
Yi Sun, Faustino J. Gomez, Jürgen Schmidhuber
Planning to Be Surprised: Optimal Bayesian Exploration in Dynamic Environments. AGI (2011)
Tom Schaul, Justin Bayer, Daan Wierstra, Yi Sun, Martin Felder, Frank Sehnke, Thomas Rückstieß, Jürgen Schmidhuber
PyBrain. J. Mach. Learn. Res. 11 (2010)
Thomas Rückstieß, Frank Sehnke, Tom Schaul, Daan Wierstra, Yi Sun, Jürgen Schmidhuber
Exploring parameter space in reinforcement learning. Paladyn J. Behav. Robotics 1 (1) (2010)
Yi Sun, Faustino J. Gomez, Jürgen Schmidhuber
Improving the Asymptotic Performance of Markov Chain Monte-Carlo by Inserting Vortices. NIPS (2010)
Tobias Glasmachers, Tom Schaul, Yi Sun, Daan Wierstra, Jürgen Schmidhuber
Exponential natural evolution strategies. GECCO (2010)
Yi Sun, Daan Wierstra, Tom Schaul, Jürgen Schmidhuber
Stochastic search using the natural gradient. ICML (2009)
Yi Sun, Daan Wierstra, Tom Schaul, Jürgen Schmidhuber
Efficient natural evolution strategies. GECCO (2009)
Jan Unkelbach, Yi Sun, Jürgen Schmidhuber
An EM Based Training Algorithm for Recurrent Neural Networks. ICANN (1) (2009)