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Hilbert J. Kappen
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Publications
- 2020
- [j47]Dominik Thalmeier, Hilbert J. Kappen, Simone Totaro, Vicenç Gómez:
Adaptive Smoothing for Path Integral Control. J. Mach. Learn. Res. 21: 191:1-191:37 (2020) - [i34]Dominik Thalmeier, Hilbert J. Kappen, Simone Totaro, Vicenç Gómez:
Adaptive Smoothing Path Integral Control. CoRR abs/2005.06364 (2020) - 2016
- [c47]Vicenç Gómez, Sep Thijssen, Andrew Symington, Stephen Hailes, Hilbert J. Kappen:
Real-Time Stochastic Optimal Control for Multi-Agent Quadrotor Systems. ICAPS 2016: 468-476 - [c46]Vicenç Gómez, Mohammad Gheshlaghi Azar, Hilbert J. Kappen:
Correcting Multivariate Auto-Regressive Models for the Influence of Unobserved Common Input. CCIA 2016: 177-186 - [i30]Dominik Thalmeier, Vicenç Gómez, Hilbert J. Kappen:
Action selection in growing state spaces: Control of Network Structure Growth. CoRR abs/1606.07777 (2016) - 2015
- [i27]Vicenç Gómez, Sep Thijssen, Hilbert J. Kappen, Stephen Hailes, Andrew Symington:
Real-Time Stochastic Optimal Control for Multi-agent Quadrotor Swarms. CoRR abs/1502.04548 (2015) - 2014
- [j40]Hilbert J. Kappen, Vicenç Gómez:
The Variational Garrote. Mach. Learn. 96(3): 269-294 (2014) - [j39]Alberto Llera, Vicenç Gómez, Hilbert J. Kappen:
Adaptive Multiclass Classification for Brain Computer Interfaces. Neural Comput. 26(6): 1108-1127 (2014) - [c44]Vicenç Gómez, Hilbert J. Kappen, Jan Peters, Gerhard Neumann:
Policy Search for Path Integral Control. ECML/PKDD (1) 2014: 482-497 - [c43]Takamitsu Matsubara, Vicenç Gómez, Hilbert J. Kappen:
Latent Kullback Leibler Control for Continuous-State Systems using Probabilistic Graphical Models. UAI 2014: 583-592 - [i25]Takamitsu Matsubara, Vicenç Gómez, Hilbert J. Kappen:
Latent Kullback Leibler Control for Continuous-State Systems using Probabilistic Graphical Models. CoRR abs/1406.0993 (2014) - [i24]Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov:
Approximate inference on planar graphs using Loop Calculus and Belief Propagation. CoRR abs/1408.2034 (2014) - 2013
- [j35]Vicenç Gómez, Hilbert J. Kappen, Nelly Litvak, Andreas Kaltenbrunner:
A likelihood-based framework for the analysis of discussion threads. World Wide Web 16(5-6): 645-675 (2013) - [c42]Hilbert J. Kappen, Vicenç Gómez, Manfred Opper:
Optimal Control as a Graphical Model Inference Problem. ICAPS 2013 - 2012
- [j34]Mohammad Gheshlaghi Azar, Vicenç Gómez, Hilbert J. Kappen:
Dynamic policy programming. J. Mach. Learn. Res. 13: 3207-3245 (2012) - [j33]Hilbert J. Kappen, Vicenç Gómez, Manfred Opper:
Optimal control as a graphical model inference problem. Mach. Learn. 87(2): 159-182 (2012) - [j32]Alberto Llera, Vicenç Gómez, Hilbert J. Kappen:
Adaptive Classification on Brain-Computer Interfaces Using Reinforcement Signals. Neural Comput. 24(11): 2900-2923 (2012) - [c40]Vicenç Gómez, Michael Chertkov, Scott Backhaus, Hilbert J. Kappen:
Learning price-elasticity of smart consumers in power distribution systems. SmartGridComm 2012: 647-652 - [i20]Vicenç Gómez, Hilbert J. Kappen, Nelly Litvak, Andreas Kaltenbrunner:
A likelihood-based framework for the analysis of discussion threads. CoRR abs/1203.0652 (2012) - [i15]Vicenç Gómez, Michael Chertkov, Scott Backhaus, Hilbert J. Kappen:
Learning Price-Elasticity of Smart Consumers in Power Distribution Systems. CoRR abs/1209.5656 (2012) - 2011
- [j30]Alberto Llera, Marcel A. J. van Gerven, Vicenç Gómez, Ole Jensen, Hilbert J. Kappen:
On the use of interaction error potentials for adaptive brain computer interfaces. Neural Networks 24(10): 1120-1127 (2011) - [c39]Vicenç Gómez, Hilbert J. Kappen, Andreas Kaltenbrunner:
Modeling the structure and evolution of discussion cascades. HT 2011: 181-190 - [c37]Mohammad Gheshlaghi Azar, Vicenç Gómez, Bert Kappen:
Dynamic Policy Programming with Function Approximation. AISTATS 2011: 119-127 - 2010
- [j28]Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov:
Approximate Inference on Planar Graphs using Loop Calculus and Belief Propagation. J. Mach. Learn. Res. 11: 1273-1296 (2010) - [i8]Vicenç Gómez, Hilbert J. Kappen, Andreas Kaltenbrunner:
Modeling the structure and evolution of discussion cascades. CoRR abs/1011.0673 (2010) - 2009
- [c34]A. L. Arenas, Vicenç Gómez, Hilbert J. Kappen:
Sparse matrix factorization for brain computer interfaces. ACII 2009: 1-6 - [c32]Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov:
Approximate inference on planar graphs using Loop Calculus and Belief Propagation. UAI 2009: 195-202 - [i7]Bert Kappen, Vicenç Gómez, Manfred Opper:
Optimal control as a graphical model inference problem. CoRR abs/0901.0633 (2009) - [i6]Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov:
Approximate inference on planar graphs using Loop Calculus and Belief Propagation. CoRR abs/0901.0786 (2009) - 2008
- [c31]Vicenç Gómez, Andreas Kaltenbrunner, Vicente López, Hilbert J. Kappen:
Self-organization using synaptic plasticity. NIPS 2008: 513-520 - 2007
- [j24]Vicenç Gómez, Joris M. Mooij, Hilbert J. Kappen:
Truncating the Loop Series Expansion for Belief Propagation. J. Mach. Learn. Res. 8: 1987-2016 (2007) - 2006
- [i2]Vicenç Gómez, Joris M. Mooij, Hilbert J. Kappen:
Truncating the loop series expansion for Belief Propagation. CoRR abs/cs/0612109 (2006)
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