| Imagination-Augmented Agents for Deep Reinforcement Learning. S Racanière, T Weber, DP Reichert, L Buesing, A Guez, DJ Rezende, ... NIPS, 5690-5701, 2017 | 369* | 2017 |
| The mechanics of n-player differentiable games D Balduzzi, S Racaniere, J Martens, J Foerster, K Tuyls, T Graepel International Conference on Machine Learning, 354-363, 2018 | 142 | 2018 |
| Recurrent environment simulators S Chiappa, S Racaniere, D Wierstra, S Mohamed arXiv preprint arXiv:1704.02254, 2017 | 132 | 2017 |
| Towards a definition of disentangled representations I Higgins, D Amos, D Pfau, S Racaniere, L Matthey, D Rezende, ... arXiv preprint arXiv:1812.02230, 2018 | 118 | 2018 |
| Learning model-based planning from scratch R Pascanu, Y Li, O Vinyals, N Heess, L Buesing, S Racanière, D Reichert, ... arXiv preprint arXiv:1707.06170, 2017 | 80 | 2017 |
| Learning and querying fast generative models for reinforcement learning L Buesing, T Weber, S Racaniere, SM Eslami, D Rezende, DP Reichert, ... arXiv preprint arXiv:1802.03006, 2018 | 71 | 2018 |
| Hamiltonian generative networks P Toth, DJ Rezende, A Jaegle, S Racanière, A Botev, I Higgins arXiv preprint arXiv:1909.13789, 2019 | 53 | 2019 |
| Rapid computation of value and risk for derivatives portfolios S Weston, J Spooner, S Racaniere, O Mencer Concurrency and Computation: Practice and Experience 24 (8), 880-894, 2012 | 49 | 2012 |
| Woulda, coulda, shoulda: Counterfactually-guided policy search L Buesing, T Weber, Y Zwols, S Racaniere, A Guez, JB Lespiau, N Heess arXiv preprint arXiv:1811.06272, 2018 | 48 | 2018 |
| Accelerating large-scale HPC Applications using FPGAs R Dimond, S Racaniere, O Pell 2011 IEEE 20th Symposium on Computer Arithmetic, 191-192, 2011 | 35 | 2011 |
| An investigation of model-free planning A Guez, M Mirza, K Gregor, R Kabra, S Racanière, T Weber, D Raposo, ... International Conference on Machine Learning, 2464-2473, 2019 | 33 | 2019 |
| Equivariant flow-based sampling for lattice gauge theory G Kanwar, MS Albergo, D Boyda, K Cranmer, DC Hackett, S Racaniere, ... Physical Review Letters 125 (12), 121601, 2020 | 25 | 2020 |
| Differentiable Game Mechanics. A Letcher, D Balduzzi, S Racaniere, J Martens, JN Foerster, K Tuyls, ... J. Mach. Learn. Res. 20, 84:1-84:40, 2019 | 24 | 2019 |
| Normalizing flows on tori and spheres DJ Rezende, G Papamakarios, S Racaniere, M Albergo, G Kanwar, ... International Conference on Machine Learning, 8083-8092, 2020 | 21 | 2020 |
| Equivariant hamiltonian flows DJ Rezende, S Racanière, I Higgins, P Toth arXiv preprint arXiv:1909.13739, 2019 | 18 | 2019 |
| Automated curriculum generation through setter-solver interactions S Racaniere, A Lampinen, A Santoro, D Reichert, V Firoiu, T Lillicrap International Conference on Learning Representations, 2019 | 17* | 2019 |
| Sampling using gauge equivariant flows D Boyda, G Kanwar, S Racanière, DJ Rezende, MS Albergo, K Cranmer, ... arXiv preprint arXiv:2008.05456, 2020 | 9 | 2020 |
| Targeted free energy estimation via learned mappings P Wirnsberger, AJ Ballard, G Papamakarios, S Abercrombie, S Racanière, ... The Journal of Chemical Physics 153 (14), 144112, 2020 | 7 | 2020 |
| Kirwan map and moduli space of flat connections S Racanière arXiv preprint math/0306341, 2003 | 4 | 2003 |
| Restriction map in a regular reduction of S Racaniere Commentarii Mathematici Helvetici 78 (2), 394-417, 2003 | 4 | 2003 |
Danilo Jimenez RezendeSenior Staff Research Scientist at DeepMindVerified email at google.com
