Hilbert Johan Kappen

Cited by

	All	Since 2018
Citations	7318	2705
h-index	44	27
i10-index	118	59

680

340

170

510

199319941995199619971998199920002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022202336 51 48 64 60 94 60 79 104 80 115 115 144 154 222 224 188 239 290 350 325 324 328 378 439 406 469 541 662 588 39

Public access

View all

13 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Vicenç GómezArtificial Intelligence and Machine Learning research group, Universitat Pompeu FabraVerified email at upf.edu
Tom HeskesProfessor of Computer Science and Artificial Intelligence, Radboud University NijmegenVerified email at science.ru.nl
Ali Taylan CemgilResearch Scientist, DeepMind UKVerified email at google.com
Joris M. MooijProfessor in Mathematical Statistics, Korteweg-de Vries Institute, University of Amsterdam (NL)Verified email at uva.nl
Mohammad Gheshlaghi AzarResearch Scientist at DeepMindVerified email at google.com
Rémi MunosDeepMindVerified email at inria.fr
Francisco B RodriguezProfesor Titular Universidad of Computer Science - Universidad Autónoma de MadridVerified email at uam.es
Michael (Misha) ChertkovChair, Program in Applied Mathematics, University of ArizonaVerified email at math.arizona.edu
Joris BierkensTechnische Universiteit DelftVerified email at tudelft.nl
Andreas KaltenbrunnerUniversitat Pompeu FabraVerified email at upf.edu
Henkjan HoningProfessor of Music Cognition, Faculty of Humanities & Faculty of Science, ILLC, UvAVerified email at uva.nl
Ole JensenSchool of Psychology, University of BirminghamVerified email at bham.ac.uk
Nelly LitvakUniversity of Twente, COSTNET CA15109Verified email at utwente.nl
Shotaro AkahoAISTVerified email at aist.go.jp
Daniele MarinazzoProfessor of Neuroimaging Data Analysis, Ghent University, email daniele.marinazzo@ugent.beVerified email at ugent.be
Scott BackhausNational Institute of Standards and TechnologyVerified email at nist.gov
Max WellingProfessor Machine Learning, University of AmsterdamVerified email at uva.nl
Yee Whye TehProfessor of Statistical Machine Learning, Oxford, Research Scientist, DeepMindVerified email at stats.ox.ac.uk
Melanie BahloTheme Leader, Healthy Development and Ageing, The Walter and Eliza Hall Institute ofVerified email at wehi.edu.au
David TaxAssistant professor, Delft University of TechnologyVerified email at tudelft.nl

Hilbert Johan Kappen

Radboud University

Verified email at science.ru.nl - Homepage

artificial intelligence machine learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Optimal control as a graphical model inference problem HJ Kappen, V Gómez, M Opper Machine learning 87, 159-182, 2012	343	2012
Path integrals and symmetry breaking for optimal control theory HJ Kappen Journal of statistical mechanics: theory and experiment 2005 (11), P11011, 2005	343	2005
Linear theory for control of nonlinear stochastic systems HJ Kappen Physical review letters 95 (20), 200201, 2005	315	2005
Sufficient conditions for convergence of the sum–product algorithm JM Mooij, HJ Kappen IEEE Transactions on Information Theory 53 (12), 4422-4437, 2007	289	2007
On tempo tracking: Tempogram representation and Kalman filtering AT Cemgil, B Kappen, P Desain, H Honing Journal of New Music Research 29 (4), 259-273, 2000	263	2000
Efficient learning in Boltzmann machines using linear response theory HJ Kappen, FDB Rodríguez Neural Computation 10 (5), 1137-1156, 1998	231	1998
Minimax PAC bounds on the sample complexity of reinforcement learning with a generative model M Gheshlaghi Azar, R Munos, HJ Kappen Machine learning 91, 325-349, 2013	204	2013
Efficient optical flow and stereo vision for velocity estimation and obstacle avoidance on an autonomous pocket drone K McGuire, G De Croon, C De Wagter, K Tuyls, H Kappen IEEE Robotics and Automation Letters 2 (2), 1070-1076, 2017	180	2017
Learning processes in neural networks TM Heskes, B Kappen Physical Review A 44 (4), 2718, 1991	172	1991
A generative model for music transcription AT Cemgil, HJ Kappen, D Barber IEEE Transactions on Audio, Speech, and Language Processing 14 (2), 679-694, 2006	169	2006
An introduction to stochastic control theory, path integrals and reinforcement learning HJ Kappen AIP conference proceedings 887 (1), 149-181, 2007	153	2007
Monte Carlo methods for tempo tracking and rhythm quantization AT Cemgil, B Kappen Journal of Artificial Intelligence Research 18 (1), 45-81, 2003	140	2003
Associative memory with dynamic synapses L Pantic, JJ Torres, HJ Kappen, SCAM Gielen Neural Computation 14 (12), 2903-2923, 2002	139	2002
Dynamic policy programming MG Azar, V Gómez, HJ Kappen The Journal of Machine Learning Research 13 (1), 3207-3245, 2012	133	2012
Approximate inference and constrained optimization T Heskes, K Albers, B Kappen Uncertainty in Artificial Intelligence 13, 313-320, 2003	133*	2003
Rhythm quantization for transcription AT Cemgil, P Desain, B Kappen Computer Music Journal 24 (2), 60-76, 2000	132	2000
Speedy Q-learning MG Azar, R Munos, M Ghavamzadeh, H Kappen Advances in neural information processing systems, ?, 2011	128	2011
On-line learning processes in artificial neural networks TM Heskes, B Kappen North-Holland Mathematical Library 51, 199-233, 1993	128	1993
Minimal navigation solution for a swarm of tiny flying robots to explore an unknown environment KN McGuire, C De Wagter, K Tuyls, HJ Kappen, GCHE de Croon Science Robotics 4 (35), eaaw9710, 2019	124	2019
Adaptive importance sampling for control and inference HJ Kappen, HC Ruiz Journal of Statistical Physics 162, 1244-1266, 2016	102	2016

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors