Edit Profile (opens in new tab) Neumann, Gerhard Co-Author Distance Author ID: neumann.gerhard Published as: Neumann, Gerhard Documents Indexed: 15 Publications since 1990 Co-Authors: 24 Co-Authors with 12 Joint Publications 220 Co-Co-Authors all top 5 Co-Authors 1 single-authored 7 Peters, Jan 3 Akrour, Riad 2 A’Hearn, M. F. 2 Archinal, B. A. 2 Conrad, Axel 2 Consolmagno, G. J. 2 Daniel, Christian 2 Hestroffer, Daniel 2 Hilton, J. L. 2 Krasinsky, G. A. 2 Kupcsik, Andras 2 Oberst, Jürgen 2 Seidelmann, P. Kenneth 2 Stooke, P. J. 2 Tholen, D. J. 2 Thomas, Peter C. 2 van Hoof, Herke 2 Williams, Iwan P. 1 Abdolmaleki, Abbas 1 Abdulsamad, Hany 1 Arenz, Oleg 1 Bowell, Edward 1 Courtin, R. 1 Dann, Christoph 1 Deisenroth, Marc Peter 1 Fukushima, Toshio 1 Fürnkranz, Johannes 1 Gebhardt, Gregor H. W. 1 Hauser, Helmut 1 Hüttenrauch, Maximilian 1 Ijspeert, Auke Jan 1 Krömer, Oliver 1 Maass, Wolfgang 1 Pajarinen, Joni 1 Poh, Loh Ai 1 Šošić, Adrian 1 Tedesco, E. F. 1 Thai, Hong Linh 1 Vadakkepat, Prahlad 1 Wirth, Christian 1 Zhong, Mingjun all top 5 Serials 7 Journal of Machine Learning Research (JMLR) 3 Machine Learning 2 Celestial Mechanics and Dynamical Astronomy 1 Artificial Intelligence 1 Biological Cybernetics 1 Journal of Fluid Mechanics all top 5 Fields 11 Computer science (68-XX) 4 Statistics (62-XX) 4 Operations research, mathematical programming (90-XX) 2 Mechanics of particles and systems (70-XX) 1 Probability theory and stochastic processes (60-XX) 1 Fluid mechanics (76-XX) 1 Astronomy and astrophysics (85-XX) 1 Biology and other natural sciences (92-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 13 Publications have been cited 47 times in 38 Documents Cited by ▼ Year ▼ Policy evaluation with temporal differences: a survey and comparison. Zbl 1317.68150Dann, Christoph; Neumann, Gerhard; Peters, Jan 16 2014 Three-dimensional numerical simulation of buoyancy-driven convection in vertical cylinders heated from below. Zbl 0698.76090Neumann, G. 13 1990 Report of the IAU/IAG working group on cartographic coordinates and rotational elements: 2006. Zbl 1136.85301Seidelmann, P. Kenneth; Archinal, B. A.; A’Hearn, M. F.; Conrad, A.; Consolmagno, G. J.; Hestroffer, D.; Hilton, J. L.; Krasinsky, G. A.; Neumann, G.; Oberst, J.; Stooke, P.; Tedesco, E. F.; Tholen, D. J.; Thomas, P. C.; Williams, I. P. 12 2007 Hierarchical relative entropy policy search. Zbl 1367.68318Daniel, Christian; Neumann, Gerhard; Kroemer, Oliver; Peters, Jan 9 2016 Report of the IAU working group on cartographic coordinates and rotational elements: 2009. Zbl 1270.70012Archinal, B. A.; A’Hearn, M. F.; Bowell, E.; Conrad, A.; Consolmagno, G. J.; Courtin, R.; Fukushima, T.; Hestroffer, D.; Hilton, J. L.; Krasinsky, G. A.; Neumann, G.; Oberst, J.; Seidelmann, P. K.; Stooke, P.; Tholen, D. J.; Thomas, P. C.; Williams, I. P. 8 2011 Model-free trajectory-based policy optimization with monotonic improvement. Zbl 1437.68147Akrour, Riad; Abdolmaleki, Abbas; Abdulsamad, Hany; Peters, Jan; Neumann, Gerhard 7 2018 Model-based contextual policy search for data-efficient generalization of robot skills. Zbl 1420.68215Kupcsik, Andras; Deisenroth, Marc Peter; Peters, Jan; Poh, Loh Ai; Vadakkepat, Prahlad; Neumann, Gerhard 6 2017 Deep reinforcement learning for swarm systems. Zbl 1485.68231Hüttenrauch, Maximilian; Šošić, Adrian; Neumann, Gerhard 2 2019 Compatible natural gradient policy search. Zbl 1493.68311Pajarinen, Joni; Thai, Hong Linh; Akrour, Riad; Peters, Jan; Neumann, Gerhard 2 2019 Probabilistic inference for determining options in reinforcement learning. Zbl 1386.68127Daniel, Christian; van Hoof, Herke; Peters, Jan; Neumann, Gerhard 2 2016 The kernel Kalman rule. Efficient nonparametric inference by recursive least-squares and subspace projections. Zbl 1447.62033Gebhardt, Gregor H. W.; Kupcsik, Andras; Neumann, Gerhard 1 2019 Non-parametric policy search with limited information loss. Zbl 1434.68463van Hoof, Herke; Neumann, Gerhard; Peters, Jan 1 2017 A survey of preference-based reinforcement learning methods. Zbl 1435.68287Wirth, Christian; Akrour, Riad; Neumann, Gerhard; Fürnkranz, Johannes 1 2017 Deep reinforcement learning for swarm systems. Zbl 1485.68231Hüttenrauch, Maximilian; Šošić, Adrian; Neumann, Gerhard 2 2019 Compatible natural gradient policy search. Zbl 1493.68311Pajarinen, Joni; Thai, Hong Linh; Akrour, Riad; Peters, Jan; Neumann, Gerhard 2 2019 The kernel Kalman rule. Efficient nonparametric inference by recursive least-squares and subspace projections. Zbl 1447.62033Gebhardt, Gregor H. W.; Kupcsik, Andras; Neumann, Gerhard 1 2019 Model-free trajectory-based policy optimization with monotonic improvement. Zbl 1437.68147Akrour, Riad; Abdolmaleki, Abbas; Abdulsamad, Hany; Peters, Jan; Neumann, Gerhard 7 2018 Model-based contextual policy search for data-efficient generalization of robot skills. Zbl 1420.68215Kupcsik, Andras; Deisenroth, Marc Peter; Peters, Jan; Poh, Loh Ai; Vadakkepat, Prahlad; Neumann, Gerhard 6 2017 Non-parametric policy search with limited information loss. Zbl 1434.68463van Hoof, Herke; Neumann, Gerhard; Peters, Jan 1 2017 A survey of preference-based reinforcement learning methods. Zbl 1435.68287Wirth, Christian; Akrour, Riad; Neumann, Gerhard; Fürnkranz, Johannes 1 2017 Hierarchical relative entropy policy search. Zbl 1367.68318Daniel, Christian; Neumann, Gerhard; Kroemer, Oliver; Peters, Jan 9 2016 Probabilistic inference for determining options in reinforcement learning. Zbl 1386.68127Daniel, Christian; van Hoof, Herke; Peters, Jan; Neumann, Gerhard 2 2016 Policy evaluation with temporal differences: a survey and comparison. Zbl 1317.68150Dann, Christoph; Neumann, Gerhard; Peters, Jan 16 2014 Report of the IAU working group on cartographic coordinates and rotational elements: 2009. Zbl 1270.70012Archinal, B. A.; A’Hearn, M. F.; Bowell, E.; Conrad, A.; Consolmagno, G. J.; Courtin, R.; Fukushima, T.; Hestroffer, D.; Hilton, J. L.; Krasinsky, G. A.; Neumann, G.; Oberst, J.; Seidelmann, P. K.; Stooke, P.; Tholen, D. J.; Thomas, P. C.; Williams, I. P. 8 2011 Report of the IAU/IAG working group on cartographic coordinates and rotational elements: 2006. Zbl 1136.85301Seidelmann, P. Kenneth; Archinal, B. A.; A’Hearn, M. F.; Conrad, A.; Consolmagno, G. J.; Hestroffer, D.; Hilton, J. L.; Krasinsky, G. A.; Neumann, G.; Oberst, J.; Stooke, P.; Tedesco, E. F.; Tholen, D. J.; Thomas, P. C.; Williams, I. P. 12 2007 Three-dimensional numerical simulation of buoyancy-driven convection in vertical cylinders heated from below. Zbl 0698.76090Neumann, G. 13 1990 all cited Publications top 5 cited Publications all top 5 Cited by 93 Authors 8 Neumann, Gerhard 8 Peters, Jan 4 Akrour, Riad 2 Abdulsamad, Hany 2 Bhatnagar, Shalabh 2 Joseph, Ajin George 2 Mahmood, Ashique Rupam 2 Pajarinen, Joni 2 Šošić, Adrian 2 Sutton, Richard S. 2 Tangkaratt, Voot 2 van Hoof, Herke 2 Whiteson, Shimon 2 Xiao, Lin 2 Yu, Huizhen 2 Zhang, Junyu 1 Abdolmaleki, Abbas 1 Arenz, Oleg 1 Atamna, Asma 1 Başar, Tamer 1 Belousov, Boris 1 Bhandari, Jalaj 1 Braun, Daniel A. 1 Callaway, Duncan S. 1 Chakravorty, Suman 1 Ciosek, Kamil 1 Daniel, Christian 1 D’eramo, Carlo 1 Fang, Ethan X. 1 Farquhar, Gregory 1 Foerster, Jakob N. 1 Fürnkranz, Johannes 1 Gebhardt, Gregor H. W. 1 Givchi, Arash 1 Hoiles, William 1 Hüttenrauch, Maximilian 1 Jordan, Michael Irwin 1 Khamaru, Koulik 1 Khan, Mohammad Emtiyaz 1 Klink, Pascal 1 Koeppl, Heinz 1 Konidaris, George D. 1 Kotsalis, Georgios 1 Krishnamurthy, Vikram 1 Krömer, Oliver 1 Kupcsik, Andras 1 Lan, Guanghui 1 Leibfried, Felix 1 Lesage-Landry, Antoine 1 Li, Tianjiao 1 Liu, Ji 1 Moazeni, Somayeh 1 Mohamed, Mohamed Naveed Gul 1 Mori, Syogo 1 Morimoto, Jun 1 Mutz, Filipe 1 Niekum, Scott 1 Palhang, Maziar 1 Pananjady, Ashwin 1 Papini, Matteo 1 Parisi, Simone 1 Pattanayak, Kunal 1 Pirotta, Matteo 1 Powell, Warren Buckler 1 Rajan, Kanna 1 Rashid, Tabish 1 Rauber, Paulo 1 Restelli, Marcello 1 Ruan, Feng 1 Rueckert, Elmar 1 Russo, Daniel J. 1 Saffiotti, Alessandro 1 Samvelyan, Mikayel 1 Schmidhuber, Jürgen 1 Schröder de Witt, Christian 1 Scott, Warren R. 1 Shell, Dylan A. 1 Singal, Raghav 1 Sugiyama, Masashi 1 Thai, Hong Linh 1 Ummadisingu, Avinash 1 Wainwright, Martin J. 1 Wang, Mengdi 1 Wirth, Christian 1 Yang, Wenhao 1 Yang, Zhenping 1 Yang, Zhuoran 1 Zhang, Kaiqing 1 Zhang, Liangyu 1 Zhang, Zhihua 1 Zhao, Tingting 1 Zhong, Mingjun 1 Zoubir, Abdelhak M. all top 5 Cited in 14 Serials 13 Journal of Machine Learning Research (JMLR) 8 Machine Learning 2 Neural Computation 2 SIAM Journal on Optimization 1 Artificial Intelligence 1 The Annals of Statistics 1 Journal of Computational and Applied Mathematics 1 Operations Research 1 Systems & Control Letters 1 Neural Networks 1 Mathematical Programming. Series A. Series B 1 Soft Computing 1 SIAM Journal on Mathematics of Data Science 1 INFOR: Information Systems and Operational Research all top 5 Cited in 7 Fields 32 Computer science (68-XX) 15 Operations research, mathematical programming (90-XX) 10 Statistics (62-XX) 4 Systems theory; control (93-XX) 2 Probability theory and stochastic processes (60-XX) 1 General and overarching topics; collections (00-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year