Edit Profile (opens in new tab) Kappen, Hilbert J. Compute Distance To: Compute Author ID: kappen.hilbert-j Published as: Kappen, Hilbert J.; Kappen, H. J.; Kappen, H. more...less Documents Indexed: 30 Publications since 1993 Co-Authors: 28 Co-Authors with 27 Joint Publications 342 Co-Co-Authors all top 5 Co-Authors 3 single-authored 8 Gómez, Vicenç 4 Torres, Joaquín J. 3 Bierkens, Joris 3 Chertkov, Michael 3 Cortés, Jesús M. 3 Marro, Joaquin 3 Mooij, Joris M. 2 Azar, Mohammad Gheshlaghi 2 Chernyak, Vladimir Y. 2 Garrido, Pedro L. 2 Gielen, Stan C. A. M. 2 Leisink, Martijn A. R. 2 Ruiz, Hans-Christian 2 Thalmeier, Dominik 1 Brunner, Han G. 1 Llera, A. 1 Marinazzo, Daniele 1 Menchón, S. A. 1 Morillas, C. 1 Munos, Rémi 1 Navidad, D. 1 Opper, Manfred 1 Pantic, Lovorka 1 Saeki, Masami 1 Satoh, Satoshi 1 Totaro, Simone 1 Van Opstal, A. John 1 Wemmenhove, B. all top 5 Serials 6 Neural Computation 5 Journal of Machine Learning Research (JMLR) 3 Machine Learning 3 Journal of Physics A: Mathematical and Theoretical 2 Journal of Statistical Mechanics: Theory and Experiment 1 IEEE Transactions on Information Theory 1 International Journal of Control 1 Journal of Statistical Physics 1 IEEE Transactions on Automatic Control 1 Systems & Control Letters 1 IEEE Transactions on Signal Processing 1 Journal of Physics A: Mathematical and General 1 Network (Bristol) all top 5 Fields 12 Computer science (68-XX) 9 Systems theory; control (93-XX) 7 Biology and other natural sciences (92-XX) 5 Statistical mechanics, structure of matter (82-XX) 5 Operations research, mathematical programming (90-XX) 4 Calculus of variations and optimal control; optimization (49-XX) 4 Statistics (62-XX) 3 Probability theory and stochastic processes (60-XX) 3 Information and communication theory, circuits (94-XX) 2 Combinatorics (05-XX) 2 Partial differential equations (35-XX) 1 Functional analysis (46-XX) 1 Numerical analysis (65-XX) 1 Optics, electromagnetic theory (78-XX) 1 Quantum theory (81-XX) Publications by Year all cited Publications top 5 cited Publications 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 1243.93133Kappen, Hilbert J.; Gómez, Vicenç; Opper, Manfred 24 2012 Adaptive importance sampling for control and inference. Zbl 1338.93166Kappen, H. J.; Ruiz, H. C. 18 2016 Associative memory with dynamic synapses. Zbl 1079.92503Pantic, Lovorka; Torres, Joaquín J.; Kappen, Hilbert J.; Gielen, Stan C. A. M. 12 2002 Path integrals and symmetry breaking for optimal control theory. Zbl 1456.49027Kappen, H. J. 12 2005 Particle smoothing for hidden diffusion processes: adaptive path integral smoother. Zbl 1414.94525Ruiz, Hans-Christian; Kappen, Hilbert J. 9 2017 Minimax PAC bounds on the sample complexity of reinforcement learning with a generative model. Zbl 1295.68180Azar, Mohammad Gheshlaghi; Munos, Rémi; Kappen, Hilbert J. 7 2013 An introduction to stochastic control theory, path integrals and reinforcement learning. Zbl 1338.93341Kappen, Hilbert J. 7 2007 Sufficient conditions for convergence of the sum-product algorithm. Zbl 1314.94112Mooij, Joris M.; Kappen, Hilbert J. 7 2007 Input-driven oscillations in networks with excitatory and inhibitory neurons with dynamic synapses. Zbl 1146.68424Marinazzo, 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 0770.92014van Opstal, A. J.; Kappen, H. 5 1993 Explicit solution of relative entropy weighted control. Zbl 1297.93181Bierkens, Joris; Kappen, Hilbert J. 4 2014 Effects of fast presynaptic noise in attractor neural networks. Zbl 1087.92004Cortes, 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 1129.92028Torres, 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 1285.82032Chernyak, Vladimir Y.; Chertkov, Michael; Bierkens, Joris; Kappen, Hilbert J. 3 2014 A tighter bound for graphical models. Zbl 0993.68081Leisink, M. A. R.; Kappen, H. J. 2 2001 Truncating the loop series expansion for belief propagation. Zbl 1222.68205Gómez, Vicenç; Mooij, Joris M.; Kappen, Hilbert J. 2 2007 Approximate inference on planar graphs using loop calculus and belief propagation. Zbl 1242.05264Gómez, Vicenç; Kappen, Hilbert J.; Chertkov, Michael 1 2010 Action selection in growing state spaces: control of network structure growth. Zbl 1356.93099Thalmeier, Dominik; Gómez, Vicenç; Kappen, Hilbert J. 1 2017 An iterative method for nonlinear stochastic optimal control based on path integrals. Zbl 1359.93541Satoh, Satoshi; Kappen, Hilbert J.; Saeki, Masami 1 2017 The variational Garrote. Zbl 1317.68167Kappen, Hilbert J.; Gómez, Vicenç 1 2014 Dynamic policy programming. Zbl 1436.90148Azar, Mohammad Gheshlaghi; Gómez, Vicenç; Kappen, Hilbert J. 1 2012 Survey propagation at finite temperature: application to a Sourlas code as a toy model. Zbl 1102.82017Wemmenhove, B.; Kappen, H. J. 1 2006 Adaptive classification on brain-computer interfaces using reinforcement signals. Zbl 1268.92081Llera, A.; Gómez, V.; Kappen, H. J. 1 2012 Loop corrections for approximate inference on factor graphs. Zbl 1222.68268Mooij, Joris M.; Kappen, Hilbert J. 1 2007 Learning effective state-feedback controllers through efficient multilevel importance samplers. Zbl 1425.93110Menchón, S. A.; Kappen, H. J. 1 2019 Learning effective state-feedback controllers through efficient multilevel importance samplers. Zbl 1425.93110Menchón, S. A.; Kappen, H. J. 1 2019 Particle smoothing for hidden diffusion processes: adaptive path integral smoother. Zbl 1414.94525Ruiz, Hans-Christian; Kappen, Hilbert J. 9 2017 Action selection in growing state spaces: control of network structure growth. Zbl 1356.93099Thalmeier, Dominik; Gómez, Vicenç; Kappen, Hilbert J. 1 2017 An iterative method for nonlinear stochastic optimal control based on path integrals. Zbl 1359.93541Satoh, Satoshi; Kappen, Hilbert J.; Saeki, Masami 1 2017 Adaptive importance sampling for control and inference. Zbl 1338.93166Kappen, H. J.; Ruiz, H. C. 18 2016 Explicit solution of relative entropy weighted control. Zbl 1297.93181Bierkens, Joris; Kappen, Hilbert J. 4 2014 Stochastic optimal control as non-equilibrium statistical mechanics: calculus of variations over density and current. Zbl 1285.82032Chernyak, Vladimir Y.; Chertkov, Michael; Bierkens, Joris; Kappen, Hilbert J. 3 2014 The variational Garrote. Zbl 1317.68167Kappen, Hilbert J.; Gómez, Vicenç 1 2014 Minimax PAC bounds on the sample complexity of reinforcement learning with a generative model. Zbl 1295.68180Azar, Mohammad Gheshlaghi; Munos, Rémi; Kappen, Hilbert J. 7 2013 Optimal control as a graphical model inference problem. Zbl 1243.93133Kappen, Hilbert J.; Gómez, Vicenç; Opper, Manfred 24 2012 Dynamic policy programming. Zbl 1436.90148Azar, Mohammad Gheshlaghi; Gómez, Vicenç; Kappen, Hilbert J. 1 2012 Adaptive classification on brain-computer interfaces using reinforcement signals. Zbl 1268.92081Llera, A.; Gómez, V.; Kappen, H. J. 1 2012 Approximate inference on planar graphs using loop calculus and belief propagation. Zbl 1242.05264Gómez, Vicenç; Kappen, Hilbert J.; Chertkov, Michael 1 2010 An introduction to stochastic control theory, path integrals and reinforcement learning. Zbl 1338.93341Kappen, Hilbert J. 7 2007 Sufficient conditions for convergence of the sum-product algorithm. Zbl 1314.94112Mooij, Joris M.; Kappen, Hilbert J. 7 2007 Input-driven oscillations in networks with excitatory and inhibitory neurons with dynamic synapses. Zbl 1146.68424Marinazzo, Daniele; Kappen, Hilbert J.; Gielen, Stan C. A. M. 5 2007 Competition between synaptic depression and facilitation in attractor neural networks. Zbl 1129.92028Torres, J. J.; Cortes, J. M.; Marro, J.; Kappen, H. J. 4 2007 Truncating the loop series expansion for belief propagation. Zbl 1222.68205Gómez, Vicenç; Mooij, Joris M.; Kappen, Hilbert J. 2 2007 Loop corrections for approximate inference on factor graphs. Zbl 1222.68268Mooij, Joris M.; Kappen, Hilbert J. 1 2007 Effects of fast presynaptic noise in attractor neural networks. Zbl 1087.92004Cortes, 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 1102.82017Wemmenhove, B.; Kappen, H. J. 1 2006 Path integrals and symmetry breaking for optimal control theory. Zbl 1456.49027Kappen, H. J. 12 2005 Associative memory with dynamic synapses. Zbl 1079.92503Pantic, Lovorka; Torres, Joaquín J.; Kappen, Hilbert J.; Gielen, Stan C. A. M. 12 2002 A tighter bound for graphical models. Zbl 0993.68081Leisink, 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 0770.92014van Opstal, A. J.; Kappen, H. 5 1993 all cited Publications top 5 cited Publications 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 all top 5 Cited in 19 Fields 29 Biology and other natural sciences (92-XX) 24 Systems theory; control (93-XX) 20 Computer science (68-XX) 18 Statistics (62-XX) 18 Operations research, mathematical programming (90-XX) 16 Probability theory and stochastic processes (60-XX) 9 Numerical analysis (65-XX) 8 Statistical mechanics, structure of matter (82-XX) 7 Calculus of variations and optimal control; optimization (49-XX) 7 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 5 Partial differential equations (35-XX) 4 Combinatorics (05-XX) 4 Information and communication theory, circuits (94-XX) 3 Dynamical systems and ergodic theory (37-XX) 2 Ordinary differential equations (34-XX) 1 Difference and functional equations (39-XX) 1 Mechanics of particles and systems (70-XX) 1 Mechanics of deformable solids (74-XX) 1 Geophysics (86-XX) Citations by Year