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Tobias Jung 0001

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affiliation: University of Texas at Austin, Department of Computer Science, USA
affiliation (PhD 2007): University of Mainz, Germany

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Books and Theses

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2007
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Tobias Jung:
Reinforcement Lernen mit Regularisierungsnetzwerken. University of Mainz, Germany, 2007, pp. I-X, 1-121

Journal Articles

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2011
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Tobias Jung, Daniel Polani, Peter Stone:
Empowerment for continuous agent - environment systems. Adapt. Behav. 19(1): 16-39 (2011)
2003
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Tobias Jung, Peter Dauscher, Thomas Uthmann:
Evolution and Learning: Evolving Sensors in a Simple MDP Environment. Adapt. Behav. 11(3): 159-177 (2003)

Conference and Workshop Papers

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2010
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Tobias Jung, Peter Stone:
Gaussian Processes for Sample Efficient Reinforcement Learning with RMAX-Like Exploration. ECML/PKDD (1) 2010: 601-616
2009
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Tobias Jung, Peter Stone:
Feature Selection for Value Function Approximation Using Bayesian Model Selection. ECML/PKDD (1) 2009: 660-675
2007
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Tobias Jung, Daniel Polani:
Learning RoboCup-Keepaway with Kernels. Gaussian Processes in Practice 2007: 33-57
2006
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Tobias Jung, Daniel Polani:
Least Squares SVM for Least Squares TD Learning. ECAI 2006: 499-503
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Tobias Jung, Daniel Polani:
Sequential Learning with LS-SVM for Large-Scale Data Sets. ICANN (2) 2006: 381-390
2004
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Tobias Jung, Thomas Uthmann:
Experiments in Value Function Approximation with Sparse Support Vector Regression. ECML 2004: 180-191
2001
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Tobias Jung, Peter Dauscher, Thomas Uthmann:
Some Effects of Individual Learning on the Evolution of Sensors. ECAL 2001: 432-435

Informal and Other Publications

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2012
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Tobias Jung, Daniel Polani, Peter Stone:
Empowerment for Continuous Agent-Environment Systems. CoRR abs/1201.6583 (2012)
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Tobias Jung, Peter Stone:
Gaussian Processes for Sample Efficient Reinforcement Learning with RMAX-like Exploration. CoRR abs/1201.6604 (2012)
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Tobias Jung, Peter Stone:
Feature Selection for Value Function Approximation Using Bayesian Model Selection. CoRR abs/1201.6615 (2012)
[i1]
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Tobias Jung, Daniel Polani:
Learning RoboCup-Keepaway with Kernels. CoRR abs/1201.6626 (2012)

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