Faustino Gomez

Best Publications

• Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks

  Alex Graves;Santiago Fernández;Faustino Gomez;Jürgen Schmidhuber

  5926
  Citations

• Incremental Evolution of Complex General Behavior

  Unknown

  616
  Citations

• A Clockwork RNN

  Jan Koutnik;Klaus Greff;Faustino Gomez;Juergen Schmidhuber

  430
  Citations

• Accelerated Neural Evolution through Cooperatively Coevolved Synapses

  Faustino Gomez;Jürgen Schmidhuber;Jürgen Schmidhuber;Risto Miikkulainen

  363
  Citations

• Solving Non-Markovian Control Tasks with Neuro-Evolution

  Faustino J. Gomez;Risto Miikkulainen

  341
  Citations

• Training Recurrent Networks by Evolino

  Jürgen Schmidhuber;Daan Wierstra;Matteo Gagliolo;Faustino Gomez

  326
  Citations

• A Clockwork RNN

  Jan Koutník;Klaus Greff;Faustino Gomez;Jürgen Schmidhuber

  272
  Citations

• A System for Robotic Heart Surgery that Learns to Tie Knots Using Recurrent Neural Networks

  H. Mayer;F. Gomez;D. Wierstra;I. Nagy

  266
  Citations

• Robust non-linear control through neuroevolution

  Faustino John Gomez;Risto Miikkulainen

  219
  Citations

• Evolving large-scale neural networks for vision-based reinforcement learning

  Jan Koutník;Giuseppe Cuccu;Jürgen Schmidhuber;Faustino Gomez

  190
  Citations

• Compete to Compute

  Rupesh K Srivastava;Jonathan Masci;Sohrob Kazerounian;Faustino Gomez

  188
  Citations

• Efficient non-linear control through neuroevolution

  Faustino Gomez;Jürgen Schmidhuber;Risto Miikkulainen

  186
  Citations

• Evolving deep unsupervised convolutional networks for vision-based reinforcement learning

  Jan Koutník;Juergen Schmidhuber;Faustino Gomez

  157
  Citations

• Planning to be surprised: optimal Bayesian exploration in dynamic environments

  Yi Sun;Faustino Gomez;Jürgen Schmidhuber

  156
  Citations

• Active guidance for a finless rocket using neuroevolution

  Faustino J. Gomez;Risto Miikkulainen

  154
  Citations

• Deep Networks with Internal Selective Attention through Feedback Connections

  Marijn Stollenga;Jonathan Masci;Faustino Gomez;Juergen Schmidhuber

  131
  Citations

• Evolino: Hybrid Neuroevolution / Optimal Linear Search for Sequence Prediction

  J. Schmidhuber;D. Wierstra;F. J. Gomez

  118
  Citations

• When novelty is not enough

  Unknown

  111
  Citations

• Model-Based Active Exploration

  Pranav Shyam;Wojciech Jaśkowski;Faustino Gomez

  109
  Citations

• Evolving neural networks in compressed weight space

  Jan Koutnik;Faustino Gomez;Jürgen Schmidhuber

  101
  Citations