Search results for "Faustino J. Gomez"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Vincent Graziano, Faustino J. Gomez, Mark B. Ring, Jürgen Schmidhuber	T-Learning	CoRR	2012	DBLP BibTeX RDF
1	Yi Sun, Faustino J. Gomez, Jürgen Schmidhuber	Planning to Be Surprised: Optimal Bayesian Exploration in Dynamic Environments	CoRR	2011	DBLP BibTeX RDF
1	Yi Sun, Faustino J. Gomez, Tom Schaul, Jürgen Schmidhuber	A Linear Time Natural Evolution Strategy for Non-Separable Functions	CoRR	2011	DBLP BibTeX RDF
1	Giuseppe Cuccu, Faustino J. Gomez	When Novelty Is Not Enough.	EvoApplications	2011	DBLP DOI BibTeX RDF
1	Tom Schaul, Yi Sun, Daan Wierstra, Faustino J. Gomez, Jürgen Schmidhuber	Curiosity-driven optimization.	IEEE Congress on Evolutionary Computation	2011	DBLP DOI BibTeX RDF
1	Giuseppe Cuccu, Faustino J. Gomez, Tobias Glasmachers	Novelty-based restarts for evolution strategies.	IEEE Congress on Evolutionary Computation	2011	DBLP DOI BibTeX RDF
1	Yi Sun, Faustino J. Gomez, Jürgen Schmidhuber	Planning to Be Surprised: Optimal Bayesian Exploration in Dynamic Environments.	AGI	2011	DBLP DOI BibTeX RDF
1	Yi Sun, Faustino J. Gomez, Mark B. Ring, Jürgen Schmidhuber	Incremental Basis Construction from Temporal Difference Error.	ICML	2011	DBLP BibTeX RDF
1	Leo Pape, Faustino J. Gomez, Juergen Ring, Jürgen Schmidhuber	Modular deep belief networks that do not forget.	IJCNN	2011	DBLP DOI BibTeX RDF
1	Jan Koutník, Faustino J. Gomez, Jürgen Schmidhuber	Evolving neural networks in compressed weight space.	GECCO	2010	DBLP DOI BibTeX RDF	evolutionary algorithms, recurrent neural networks, neuroevolution, indirect encoding
1	Yi Sun, Faustino J. Gomez, Jürgen Schmidhuber	Improving the Asymptotic Performance of Markov Chain Monte-Carlo by Inserting Vortices.	NIPS	2010	DBLP BibTeX RDF
1	José David Martín-Guerrero, Faustino J. Gomez, Emilio Soria-Olivas, Jürgen Schmidhuber, Mónica Climente-Martí, N. Víctor Jiménez-Torres	A reinforcement learning approach for individualizing erythropoietin dosages in hemodialysis patients.	Expert Syst. Appl.	2009	DBLP DOI BibTeX RDF
1	Faustino J. Gomez	Sustaining diversity using behavioral information distance.	GECCO	2009	DBLP DOI BibTeX RDF	behavioral diversity, normalized compression distance, tartarus, genetic algorithms, recurrent neural networks, kolmogorov complexity
1	Faustino J. Gomez, Julian Togelius, Jürgen Schmidhuber	Measuring and Optimizing Behavioral Complexity for Evolutionary Reinforcement Learning.	ICANN	2009	DBLP DOI BibTeX RDF
1	Faustino J. Gomez, Jürgen Schmidhuber, Risto Miikkulainen	Accelerated Neural Evolution through Cooperatively Coevolved Synapses.	Journal of Machine Learning Research	2008	DBLP DOI BibTeX RDF
1	Hermann Georg Mayer, Faustino J. Gomez, Daan Wierstra, Istvan Nagy, Alois Knoll, Jürgen Schmidhuber	A System for Robotic Heart Surgery that Learns to Tie Knots Using Recurrent Neural Networks.	Advanced Robotics	2008	DBLP DOI BibTeX RDF
1	Julian Togelius, Tom Schaul, Jürgen Schmidhuber, Faustino J. Gomez	Countering Poisonous Inputs with Memetic Neuroevolution.	PPSN	2008	DBLP DOI BibTeX RDF
1	Julian Togelius, Faustino J. Gomez, Jürgen Schmidhuber	Learning what to ignore: Memetic climbing in topology and weight space.	IEEE Congress on Evolutionary Computation	2008	DBLP DOI BibTeX RDF
1	Jürgen Schmidhuber, Daan Wierstra, Matteo Gagliolo, Faustino J. Gomez	Training Recurrent Networks by Evolino.	Neural Computation	2007	DBLP DOI BibTeX RDF
1	Viktor Zhumatiy, Faustino J. Gomez, Marcus Hutter, Jürgen Schmidhuber	Metric State Space Reinforcement Learning for a Vision-Capable Mobile Robot	CoRR	2006	DBLP BibTeX RDF
1	Viktor Zhumatiy, Faustino J. Gomez, Marcus Hutter, Jürgen Schmidhuber	Metric State Space Reinforcement Learning for a Vision-Capable Mobile Robot.	IAS	2006	DBLP BibTeX RDF
1	Hermann Georg Mayer, Faustino J. Gomez, Daan Wierstra, Istvan Nagy, Alois Knoll, Jürgen Schmidhuber	A System for Robotic Heart Surgery that Learns to Tie Knots Using Recurrent Neural Networks.	IROS	2006	DBLP DOI BibTeX RDF
1	Faustino J. Gomez, Jürgen Schmidhuber, Risto Miikkulainen	Efficient Non-linear Control Through Neuroevolution.	ECML	2006	DBLP DOI BibTeX RDF
1	Jürgen Schmidhuber, Matteo Gagliolo, Daan Wierstra, Faustino J. Gomez	Evolino for recurrent support vector machines.	ESANN	2006	DBLP BibTeX RDF
1	Alex Graves, Santiago Fernández, Faustino J. Gomez, Jürgen Schmidhuber	Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks.	ICML	2006	DBLP DOI BibTeX RDF
1	Jürgen Schmidhuber, Matteo Gagliolo, Daan Wierstra, Faustino J. Gomez	Evolino for recurrent support vector machines	CoRR	2005	DBLP BibTeX RDF
1	Faustino J. Gomez, Jürgen Schmidhuber	Co-evolving recurrent neurons learn deep memory POMDPs.	GECCO	2005	DBLP DOI BibTeX RDF	recurrent neural networks, coevolution, POMDP
1	Daan Wierstra, Faustino J. Gomez, Jürgen Schmidhuber	Modeling systems with internal state using evolino.	GECCO	2005	DBLP DOI BibTeX RDF	evolution and learning, recurrent neural networks, time-series prediction
1	Jürgen Schmidhuber, Daan Wierstra, Faustino J. Gomez	Evolino: Hybrid Neuroevolution/Optimal Linear Search for Sequence Learning.	IJCAI	2005	DBLP BibTeX RDF
1	Faustino J. Gomez, Jürgen Schmidhuber	Evolving Modular Fast-Weight Networks for Control.	ICANN	2005	DBLP DOI BibTeX RDF
1	Faustino J. Gomez, Risto Miikkulainen	Transfer of Neuroevolved Controllers in Unstable Domains.	GECCO	2004	DBLP DOI BibTeX RDF
1	Faustino J. Gomez, Risto Miikkulainen	Active Guidance for a Finless Rocket Using Neuroevolution.	GECCO	2003	DBLP DOI BibTeX RDF
1	Faustino J. Gomez, Risto Miikkulainen	Solving Non-Markovian Control Tasks with Neuro-Evolution.	IJCAI	1999	DBLP BibTeX RDF

Publications of "Faustino J. Gomez" ( http://dblp.L3S.de/Authors/Faustino_J._Gomez )