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Author ID: kappen.hilbert-j Recent zbMATH articles by "Kappen, Hilbert J."
Published as: Kappen, Hilbert J.; Kappen, H. J.; Kappen, H.
Documents Indexed: 30 Publications since 1993
Co-Authors: 28 Co-Authors with 27 Joint Publications
342 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

25 Publications have been cited 134 times in 93 Documents Cited by Year
Optimal control as a graphical model inference problem. Zbl 1243.93133
Kappen, Hilbert J.; Gómez, Vicenç; Opper, Manfred
24
2012
Adaptive importance sampling for control and inference. Zbl 1338.93166
Kappen, H. J.; Ruiz, H. C.
18
2016
Associative memory with dynamic synapses. Zbl 1079.92503
Pantic, Lovorka; Torres, Joaquín J.; Kappen, Hilbert J.; Gielen, Stan C. A. M.
12
2002
Path integrals and symmetry breaking for optimal control theory. Zbl 1456.49027
Kappen, H. J.
12
2005
Particle smoothing for hidden diffusion processes: adaptive path integral smoother. Zbl 1414.94525
Ruiz, Hans-Christian; Kappen, Hilbert J.
9
2017
Minimax PAC bounds on the sample complexity of reinforcement learning with a generative model. Zbl 1295.68180
Azar, Mohammad Gheshlaghi; Munos, Rémi; Kappen, Hilbert J.
7
2013
An introduction to stochastic control theory, path integrals and reinforcement learning. Zbl 1338.93341
Kappen, Hilbert J.
7
2007
Sufficient conditions for convergence of the sum-product algorithm. Zbl 1314.94112
Mooij, Joris M.; Kappen, Hilbert J.
7
2007
Input-driven oscillations in networks with excitatory and inhibitory neurons with dynamic synapses. Zbl 1146.68424
Marinazzo, Daniele; Kappen, Hilbert J.; Gielen, Stan C. A. M.
5
2007
A two-dimensional ensemble coding model for spatial-temporal transformation of saccades in monkey superior colliculus. Zbl 0770.92014
van Opstal, A. J.; Kappen, H.
5
1993
Explicit solution of relative entropy weighted control. Zbl 1297.93181
Bierkens, Joris; Kappen, Hilbert J.
4
2014
Effects of fast presynaptic noise in attractor neural networks. Zbl 1087.92004
Cortes, J. M.; Torres, J. J.; Marro, J.; Garrido, P. L.; Kappen, H. J.
4
2006
Competition between synaptic depression and facilitation in attractor neural networks. Zbl 1129.92028
Torres, J. J.; Cortes, J. M.; Marro, J.; Kappen, H. J.
4
2007
Stochastic optimal control as non-equilibrium statistical mechanics: calculus of variations over density and current. Zbl 1285.82032
Chernyak, Vladimir Y.; Chertkov, Michael; Bierkens, Joris; Kappen, Hilbert J.
3
2014
A tighter bound for graphical models. Zbl 0993.68081
Leisink, M. A. R.; Kappen, H. J.
2
2001
Truncating the loop series expansion for belief propagation. Zbl 1222.68205
Gómez, Vicenç; Mooij, Joris M.; Kappen, Hilbert J.
2
2007
Approximate inference on planar graphs using loop calculus and belief propagation. Zbl 1242.05264
Gómez, Vicenç; Kappen, Hilbert J.; Chertkov, Michael
1
2010
Action selection in growing state spaces: control of network structure growth. Zbl 1356.93099
Thalmeier, Dominik; Gómez, Vicenç; Kappen, Hilbert J.
1
2017
An iterative method for nonlinear stochastic optimal control based on path integrals. Zbl 1359.93541
Satoh, Satoshi; Kappen, Hilbert J.; Saeki, Masami
1
2017
The variational Garrote. Zbl 1317.68167
Kappen, Hilbert J.; Gómez, Vicenç
1
2014
Dynamic policy programming. Zbl 1436.90148
Azar, Mohammad Gheshlaghi; Gómez, Vicenç; Kappen, Hilbert J.
1
2012
Survey propagation at finite temperature: application to a Sourlas code as a toy model. Zbl 1102.82017
Wemmenhove, B.; Kappen, H. J.
1
2006
Adaptive classification on brain-computer interfaces using reinforcement signals. Zbl 1268.92081
Llera, A.; Gómez, V.; Kappen, H. J.
1
2012
Loop corrections for approximate inference on factor graphs. Zbl 1222.68268
Mooij, Joris M.; Kappen, Hilbert J.
1
2007
Learning effective state-feedback controllers through efficient multilevel importance samplers. Zbl 1425.93110
Menchón, S. A.; Kappen, H. J.
1
2019
Learning effective state-feedback controllers through efficient multilevel importance samplers. Zbl 1425.93110
Menchón, S. A.; Kappen, H. J.
1
2019
Particle smoothing for hidden diffusion processes: adaptive path integral smoother. Zbl 1414.94525
Ruiz, Hans-Christian; Kappen, Hilbert J.
9
2017
Action selection in growing state spaces: control of network structure growth. Zbl 1356.93099
Thalmeier, Dominik; Gómez, Vicenç; Kappen, Hilbert J.
1
2017
An iterative method for nonlinear stochastic optimal control based on path integrals. Zbl 1359.93541
Satoh, Satoshi; Kappen, Hilbert J.; Saeki, Masami
1
2017
Adaptive importance sampling for control and inference. Zbl 1338.93166
Kappen, H. J.; Ruiz, H. C.
18
2016
Explicit solution of relative entropy weighted control. Zbl 1297.93181
Bierkens, Joris; Kappen, Hilbert J.
4
2014
Stochastic optimal control as non-equilibrium statistical mechanics: calculus of variations over density and current. Zbl 1285.82032
Chernyak, Vladimir Y.; Chertkov, Michael; Bierkens, Joris; Kappen, Hilbert J.
3
2014
The variational Garrote. Zbl 1317.68167
Kappen, Hilbert J.; Gómez, Vicenç
1
2014
Minimax PAC bounds on the sample complexity of reinforcement learning with a generative model. Zbl 1295.68180
Azar, Mohammad Gheshlaghi; Munos, Rémi; Kappen, Hilbert J.
7
2013
Optimal control as a graphical model inference problem. Zbl 1243.93133
Kappen, Hilbert J.; Gómez, Vicenç; Opper, Manfred
24
2012
Dynamic policy programming. Zbl 1436.90148
Azar, Mohammad Gheshlaghi; Gómez, Vicenç; Kappen, Hilbert J.
1
2012
Adaptive classification on brain-computer interfaces using reinforcement signals. Zbl 1268.92081
Llera, A.; Gómez, V.; Kappen, H. J.
1
2012
Approximate inference on planar graphs using loop calculus and belief propagation. Zbl 1242.05264
Gómez, Vicenç; Kappen, Hilbert J.; Chertkov, Michael
1
2010
An introduction to stochastic control theory, path integrals and reinforcement learning. Zbl 1338.93341
Kappen, Hilbert J.
7
2007
Sufficient conditions for convergence of the sum-product algorithm. Zbl 1314.94112
Mooij, Joris M.; Kappen, Hilbert J.
7
2007
Input-driven oscillations in networks with excitatory and inhibitory neurons with dynamic synapses. Zbl 1146.68424
Marinazzo, Daniele; Kappen, Hilbert J.; Gielen, Stan C. A. M.
5
2007
Competition between synaptic depression and facilitation in attractor neural networks. Zbl 1129.92028
Torres, J. J.; Cortes, J. M.; Marro, J.; Kappen, H. J.
4
2007
Truncating the loop series expansion for belief propagation. Zbl 1222.68205
Gómez, Vicenç; Mooij, Joris M.; Kappen, Hilbert J.
2
2007
Loop corrections for approximate inference on factor graphs. Zbl 1222.68268
Mooij, Joris M.; Kappen, Hilbert J.
1
2007
Effects of fast presynaptic noise in attractor neural networks. Zbl 1087.92004
Cortes, J. M.; Torres, J. J.; Marro, J.; Garrido, P. L.; Kappen, H. J.
4
2006
Survey propagation at finite temperature: application to a Sourlas code as a toy model. Zbl 1102.82017
Wemmenhove, B.; Kappen, H. J.
1
2006
Path integrals and symmetry breaking for optimal control theory. Zbl 1456.49027
Kappen, H. J.
12
2005
Associative memory with dynamic synapses. Zbl 1079.92503
Pantic, Lovorka; Torres, Joaquín J.; Kappen, Hilbert J.; Gielen, Stan C. A. M.
12
2002
A tighter bound for graphical models. Zbl 0993.68081
Leisink, M. A. R.; Kappen, H. J.
2
2001
A two-dimensional ensemble coding model for spatial-temporal transformation of saccades in monkey superior colliculus. Zbl 0770.92014
van Opstal, A. J.; Kappen, H.
5
1993
all top 5

Cited by 246 Authors

6 Kappen, Hilbert J.
5 Torres, Joaquín J.
4 Cortés, Jesús M.
4 Marro, Joaquin
3 Bishop, Adrian N.
3 Saerens, Marco
2 Aihara, Kazuyuki
2 Becchetti, Luca
2 Braun, Daniel A.
2 Courtain, Sylvain
2 Francoisse, Kevin
2 Friston, Karl J.
2 Furtlehner, Cyril
2 Gómez, Vicenç
2 Heng, Jeremy
2 Keller, Edward L.
2 LeBlanc, Victor G.
2 Lefebvre, Jérémie
2 Leleux, Pierre
2 Longtin, André
2 Pasquale, Francesco
2 Richter, Lorenz
2 Romani, Sandro
2 Thalmeier, Dominik
1 Abbott, Larry F.
1 Akyildiz, Ömer Deniz
1 Amit, Daniel J.
1 Ang, Kai Keng
1 Arai, Kuniharu
1 Beeson, Ryne T.
1 Benda, Jan
1 Berenson, Dmitry
1 Berret, Bastien
1 Bertoli, F.
1 Bogdan, Stjepan
1 Bollé, D.
1 Buckley, Christopher L.
1 Bunting, Michael F.
1 Burdick, Joel W.
1 Bürkner, Paul-Christian
1 Bushnell, Linda G.
1 Cen, Shicong
1 Chae, Hyeok-Joo
1 Chen, Feng
1 Chen, Yuxin
1 Cheng, Chen
1 Cheng, Hongyang
1 Chernyak, Vladimir Y.
1 Chertkov, Michael
1 Chi, Yuejie
1 Choi, Han-Lim
1 Chou, Glen
1 Clementi, Andrea E. F.
1 Contreras G., Mauricio
1 Cruciani, Emilio
1 Das, Sanjoy
1 Dassios, Ioannis K.
1 Decelle, Aurélien
1 Deligiannidis, George
1 di Castro, Dotan
1 Diard, Julien
1 Dong, Jianwu
1 Doucet, Arnaud
1 Draganjac, Ivica
1 Dtchetgnia Djeundam, S. R.
1 Du, Jian
1 Edelman, Jay A.
1 Fan, Howard
1 Ferré, Grégoire
1 Filatrella, Giovanni
1 Fung, C. C. Alan
1 Gagliardi, Davide
1 Gandhi, N. J.
1 Garcia, J. O.
1 Garrido, Pedro L.
1 Gottwald, Sebastian
1 Grafton, Scott T.
1 Greenwald, Amy R.
1 Guan, Cuntai
1 Guex, Guillaume
1 Guy, Tatiana Valentine
1 Ha, Jung-Su
1 Hämäläinen, Perttu
1 Hartmann, Carsten
1 Haskell, William Benjamin
1 Hengster-Movrić, Kristian
1 Hepp, Klaus
1 Honnappa, Harsha
1 Horowitz, Matanya B.
1 Hutter, Marcus
1 Ichihara, Naoyuki
1 Jack, Robert L.
1 Jacob, Pierre E.
1 Jasra, Ajay
1 Jean, Frédéric
1 Jhunjhunwala, Prakirt Raj
1 Jiao, Chunxi
1 Jin, Xin
1 Jordan, Michael Irwin
1 Kaiser, Marcus
...and 146 more Authors
all top 5

Cited in 44 Serials

14 Neural Computation
6 Biological Cybernetics
4 International Journal of Control
4 Journal of Statistical Physics
4 Neural Networks
4 Journal of Computational Neuroscience
4 Journal of Statistical Mechanics: Theory and Experiment
3 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
2 Journal of Computational Physics
2 Physica A
2 Applied Mathematics and Computation
2 Applied Mathematics and Optimization
2 Automatica
2 SIAM Journal on Control and Optimization
2 Theoretical Computer Science
2 Mathematical Problems in Engineering
2 Journal of Machine Learning Research (JMLR)
2 Statistics and Computing
1 Computer Methods in Applied Mechanics and Engineering
1 The Annals of Statistics
1 Journal of the American Statistical Association
1 Mathematics of Operations Research
1 Operations Research
1 SIAM Journal on Computing
1 Systems & Control Letters
1 ACM Transactions on Graphics
1 Statistical Science
1 International Journal of Approximate Reasoning
1 Journal of Intelligent & Robotic Systems
1 Journal of Nonlinear Science
1 Annals of Mathematics and Artificial Intelligence
1 Discrete and Continuous Dynamical Systems
1 Chaos
1 Data Mining and Knowledge Discovery
1 Philosophical Transactions of the Royal Society of London. Series A. Mathematical, Physical and Engineering Sciences
1 Discrete Dynamics in Nature and Society
1 Journal of Intelligent and Fuzzy Systems
1 Acta Numerica
1 Journal of Physics A: Mathematical and Theoretical
1 The Annals of Applied Statistics
1 Asian Journal of Control
1 SN Partial Differential Equations and Applications
1 SN Operations Research Forum
1 SIAM Journal on Mathematics of Data Science

Citations by Year