Grandmaster level in StarCraft II using multi-agent reinforcement learning O Vinyals, I Babuschkin, WM Czarnecki, M Mathieu, A Dudzik, J Chung, ... Nature 575 (7782), 350-354, 2019 | 557 | 2019 |
Alphastar: Mastering the real-time strategy game starcraft ii O Vinyals, I Babuschkin, J Chung, M Mathieu, M Jaderberg, ... DeepMind blog, 2, 2019 | 276 | 2019 |
Playing hard exploration games by watching youtube Y Aytar, T Pfaff, D Budden, T Paine, Z Wang, N de Freitas Advances in neural information processing systems, 2930-2941, 2018 | 140 | 2018 |
Folding and crumpling adaptive sheets R Narain, T Pfaff, JF O'Brien ACM Transactions on Graphics (TOG) 32 (4), 1-8, 2013 | 118 | 2013 |
Scalable fluid simulation using anisotropic turbulence particles T Pfaff, N Thuerey, J Cohen, S Tariq, M Gross ACM SIGGRAPH Asia 2010 papers, 1-8, 2010 | 94 | 2010 |
Synthetic turbulence using artificial boundary layers T Pfaff, N Thuerey, A Selle, M Gross ACM SIGGRAPH Asia 2009 papers, 1-10, 2009 | 91 | 2009 |
Adaptive tearing and cracking of thin sheets T Pfaff, R Narain, JM De Joya, JF O'Brien ACM Transactions on Graphics (TOG) 33 (4), 1-9, 2014 | 81 | 2014 |
Lagrangian vortex sheets for animating fluids T Pfaff, N Thuerey, M Gross ACM Transactions on Graphics (TOG) 31 (4), 1-8, 2012 | 80 | 2012 |
Learning to simulate complex physics with graph networks A Sanchez-Gonzalez, J Godwin, T Pfaff, R Ying, J Leskovec, PW Battaglia arXiv preprint arXiv:2002.09405, 2020 | 41 | 2020 |
Field-scale apparent hydraulic parameterisation obtained from TDR time series and inverse modelling U Wollschläger, T Pfaff, K Roth Hydrology and Earth System Sciences 13 (10), 1953, 2009 | 38 | 2009 |
MantaFlow N Thuerey, T Pfaff | 32* | 2016 |
Combining q-learning and search with amortized value estimates JB Hamrick, V Bapst, A Sanchez-Gonzalez, T Pfaff, T Weber, L Buesing, ... arXiv preprint arXiv:1912.02807, 2019 | 15 | 2019 |
Turbulent fluids N Thuerey, T Kim, T Pfaff ACM SIGGRAPH 2013 Courses, 1-1, 2013 | 13 | 2013 |
One-shot high-fidelity imitation: Training large-scale deep nets with rl TL Paine, SG Colmenarejo, Z Wang, S Reed, Y Aytar, T Pfaff, ... arXiv preprint arXiv:1810.05017, 2018 | 11 | 2018 |
Method and Apparatus to Provide A Clothing Model DT Jackson, Z Kacic-Alesic, SM Frankel, JF O'brien, T Pfaff, JL Andrews, ... US Patent App. 15/232,783, 2017 | 8 | 2017 |
Visual imitation with a minimal adversary S Reed, Y Aytar, Z Wang, T Paine, A van den Oord, T Pfaff, S Gomez, ... | 2 | 2018 |
Learning Mesh-Based Simulation with Graph Networks T Pfaff, M Fortunato, A Sanchez-Gonzalez, PW Battaglia arXiv preprint arXiv:2010.03409, 2020 | 1 | 2020 |
Clothing Model Generation and Display System JF O'brien, DT Jackson, C Camporesi, D Ram, D Macy, E de Aguiar, ... US Patent App. 16/179,697, 2019 | 1 | 2019 |
Generation of Improved Clothing Models JF O'brien, DT Jackson, E De Aguiar, JL Andrews, C Camporesi, ... US Patent App. 16/411,125, 2020 | | 2020 |
Action selection neural network training using imitation learning in latent space SE Reed, Y Aytar, Z Wang, T Paine, SG Colmenarejo, D Budden, T Pfaff, ... US Patent App. 16/586,437, 2020 | | 2020 |