Faustino J. Gomez

	2012
33		Vincent Graziano, Faustino J. Gomez, Mark B. Ring, Jürgen Schmidhuber: T-Learning CoRR abs/1201.0292: (2012)
	2011
32		Yi Sun, Faustino J. Gomez, Jürgen Schmidhuber: Planning to Be Surprised: Optimal Bayesian Exploration in Dynamic Environments. AGI 2011: 41-51
31		Giuseppe Cuccu, Faustino J. Gomez: When Novelty Is Not Enough. EvoApplications (1) 2011: 234-243
30		Yi Sun, Faustino J. Gomez, Mark B. Ring, Jürgen Schmidhuber: Incremental Basis Construction from Temporal Difference Error. ICML 2011: 481-488
29		Tom Schaul, Yi Sun, Daan Wierstra, Faustino J. Gomez, Jürgen Schmidhuber: Curiosity-driven optimization. IEEE Congress on Evolutionary Computation 2011: 1343-1349
28		Giuseppe Cuccu, Faustino J. Gomez, Tobias Glasmachers: Novelty-based restarts for evolution strategies. IEEE Congress on Evolutionary Computation 2011: 158-163
27		Leo Pape, Faustino J. Gomez, Juergen Ring, Jürgen Schmidhuber: Modular deep belief networks that do not forget. IJCNN 2011: 1191-1198
26		Yi Sun, Faustino J. Gomez, Jürgen Schmidhuber: Planning to Be Surprised: Optimal Bayesian Exploration in Dynamic Environments CoRR abs/1103.5708: (2011)
25		Yi Sun, Faustino J. Gomez, Tom Schaul, Jürgen Schmidhuber: A Linear Time Natural Evolution Strategy for Non-Separable Functions CoRR abs/1106.1998: (2011)
	2010
24		Jan Koutník, Faustino J. Gomez, Jürgen Schmidhuber: Evolving neural networks in compressed weight space. GECCO 2010: 619-626
23		Yi Sun, Faustino J. Gomez, Jürgen Schmidhuber: Improving the Asymptotic Performance of Markov Chain Monte-Carlo by Inserting Vortices. NIPS 2010: 2235-2243
	2009
22		Faustino J. Gomez: Sustaining diversity using behavioral information distance. GECCO 2009: 113-120
21		Faustino J. Gomez, Julian Togelius, Jürgen Schmidhuber: Measuring and Optimizing Behavioral Complexity for Evolutionary Reinforcement Learning. ICANN (2) 2009: 765-774
20		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. 36(6): 9737-9742 (2009)
	2008
19		Julian Togelius, Faustino J. Gomez, Jürgen Schmidhuber: Learning what to ignore: Memetic climbing in topology and weight space. IEEE Congress on Evolutionary Computation 2008: 3274-3281
18		Julian Togelius, Tom Schaul, Jürgen Schmidhuber, Faustino J. Gomez: Countering Poisonous Inputs with Memetic Neuroevolution. PPSN 2008: 610-619
17		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 22(13-14): 1521-1537 (2008)
16		Faustino J. Gomez, Jürgen Schmidhuber, Risto Miikkulainen: Accelerated Neural Evolution through Cooperatively Coevolved Synapses. Journal of Machine Learning Research 9: 937-965 (2008)
	2007
15		Jürgen Schmidhuber, Daan Wierstra, Matteo Gagliolo, Faustino J. Gomez: Training Recurrent Networks by Evolino. Neural Computation 19(3): 757-779 (2007)
	2006
14		Faustino J. Gomez, Jürgen Schmidhuber, Risto Miikkulainen: Efficient Non-linear Control Through Neuroevolution. ECML 2006: 654-662
13		Jürgen Schmidhuber, Matteo Gagliolo, Daan Wierstra, Faustino J. Gomez: Evolino for recurrent support vector machines. ESANN 2006: 593-598
12		Viktor Zhumatiy, Faustino J. Gomez, Marcus Hutter, Jürgen Schmidhuber: Metric State Space Reinforcement Learning for a Vision-Capable Mobile Robot. IAS 2006: 272-281
11		Alex Graves, Santiago Fernández, Faustino J. Gomez, Jürgen Schmidhuber: Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks. ICML 2006: 369-376
10		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: 543-548
9		Viktor Zhumatiy, Faustino J. Gomez, Marcus Hutter, Jürgen Schmidhuber: Metric State Space Reinforcement Learning for a Vision-Capable Mobile Robot CoRR abs/cs/0603023: (2006)
	2005
8		Daan Wierstra, Faustino J. Gomez, Jürgen Schmidhuber: Modeling systems with internal state using evolino. GECCO 2005: 1795-1802
7		Faustino J. Gomez, Jürgen Schmidhuber: Co-evolving recurrent neurons learn deep memory POMDPs. GECCO 2005: 491-498
6		Faustino J. Gomez, Jürgen Schmidhuber: Evolving Modular Fast-Weight Networks for Control. ICANN (2) 2005: 383-389
5		Jürgen Schmidhuber, Daan Wierstra, Faustino J. Gomez: Evolino: Hybrid Neuroevolution/Optimal Linear Search for Sequence Learning. IJCAI 2005: 853-858
4		Jürgen Schmidhuber, Matteo Gagliolo, Daan Wierstra, Faustino J. Gomez: Evolino for recurrent support vector machines CoRR abs/cs/0512062: (2005)
	2004
3		Faustino J. Gomez, Risto Miikkulainen: Transfer of Neuroevolved Controllers in Unstable Domains. GECCO (2) 2004: 957-968
	2003
2		Faustino J. Gomez, Risto Miikkulainen: Active Guidance for a Finless Rocket Using Neuroevolution. GECCO 2003: 2084-2095
	1999
1		Faustino J. Gomez, Risto Miikkulainen: Solving Non-Markovian Control Tasks with Neuro-Evolution. IJCAI 1999: 1356-1361

Coauthor Index

1	Mónica Climente-Martí	[20]
2	Giuseppe Cuccu	[28] [31]
3	Santiago Fernández	[11]
4	Matteo Gagliolo	[4] [13] [15]
5	Tobias Glasmachers	[28]
6	Alex Graves	[11]
7	Vincent Graziano	[33]
8	Marcus Hutter	[9] [12]
9	N. Víctor Jiménez (N. Víctor Jiménez-Torres)	[20]
10	Alois Knoll	[10] [17]
11	Jan Koutník	[24]
12	José David Martín-Guerrero	[20]
13	Hermann Georg Mayer	[10] [17]
14	Risto Miikkulainen	[1] [2] [3] [14] [16]
15	Istvan Nagy	[10] [17]
16	Leo Pape	[27]
17	Juergen Ring	[27]
18	Mark B. Ring	[30] [33]
19	Tom Schaul	[18] [25] [29]
20	Jürgen Schmidhuber	[4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [19] [20] [21] [23] [24] [25] [26] [27] [29] [30] [32] [33]
21	Emilio Soria-Olivas	[20]
22	Yi Sun	[23] [25] [26] [29] [30] [32]
23	Julian Togelius	[18] [19] [21]
24	Daan Wierstra (Daniel Pieter Wierstra)	[4] [5] [8] [10] [13] [15] [17] [29]
25	Viktor Zhumatiy	[9] [12]

Last update Wed May 30 22:34:44 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page