| Jupyter Notebooks–a publishing format for reproducible computational workflows T Kluyver, B Ragan-Kelley, F Pérez, B Granger, M Bussonnier, J Frederic, ... Positioning and power in academic publishing: Players, agents and agendas, 87-90, 2016 | 4862* | 2016 |
| Relational inductive biases, deep learning, and graph networks PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ... arXiv preprint arXiv:1806.01261, 2018 | 3878 | 2018 |
| Simulation as an engine of physical scene understanding PW Battaglia, JB Hamrick, JB Tenenbaum Proceedings of the National Academy of Sciences 110 (45), 18327-18332, 2013 | 964 | 2013 |
| psiTurk: An open-source framework for conducting replicable behavioral experiments online TM Gureckis, J Martin, J McDonnell, AS Rich, D Markant, A Coenen, ... Behavioral Research Methods, 2015 | 303 | 2015 |
| Relational inductive bias for physical construction in humans and machines JB Hamrick, KR Allen, V Bapst, T Zhu, KR McKee, JB Tenenbaum, ... Proceedings of the 40th Annual Conference of the Cognitive Science Society, 2018 | 135 | 2018 |
| Inferring mass in complex scenes by mental simulation JB Hamrick, PW Battaglia, TL Griffiths, JB Tenenbaum Cognition 157, 61-76, 2016 | 124 | 2016 |
| Structured agents for physical construction V Bapst, A Sanchez-Gonzalez, C Doersch, KL Stachenfeld, P Kohli, ... Proceedings of the International Conference on Machine Learning (ICML 2019), 2019 | 115 | 2019 |
| Internal physics models guide probabilistic judgments about object dynamics JB Hamrick, PW Battaglia, JB Tenenbaum Proceedings of the 33rd Annual Conference of the Cognitive Science Society, 2011 | 114 | 2011 |
| Analogues of mental simulation and imagination in deep learning JB Hamrick Current Opinion in Behavioral Sciences 29, 8-16, 2019 | 103 | 2019 |
| Pragmatic-Pedagogic Value Alignment JF Fisac, MA Gates, JB Hamrick, C Liu, D Hadfield-Menell, ... Proceedings of the International Symposium on Robotics Research (ISRR 2017), 2017 | 99 | 2017 |
| Jupyter development team T Kluyver, B Ragan-Kelley, F Pérez, B Granger, M Bussonnier, J Frederic, ... Jupyter Notebooks Publ format Reprod Comput Work ELPUB 2016, 87-90, 2016 | 83 | 2016 |
| On the role of planning in model-based deep reinforcement learning JB Hamrick, AL Friesen, F Behbahani, A Guez, F Viola, S Witherspoon, ... arXiv preprint arXiv:2011.04021, 2020 | 81 | 2020 |
| Metacontrol for Adaptive Imagination-Based Optimization JB Hamrick, AJ Ballard, R Pascanu, O Vinyals, N Heess, PW Battaglia Proceedings of the 5th International Conference on Learning Representations …, 2017 | 76 | 2017 |
| Goal inference improves objective and perceived performance in human-robot collaboration C Liu, JB Hamrick, JF Fisac, AD Dragan, JK Hedrick, SS Sastry, ... Proceedings of the 15th International Conference on Autonomous Agents and …, 2016 | 74 | 2016 |
| Relevant and robust: A response to Marcus and Davis (2013) ND Goodman, MC Frank, TL Griffiths, JB Tenenbaum, PW Battaglia, ... Psychological science 26 (4), 539-541, 2015 | 61 | 2015 |
| Algorithm selection by rational metareasoning as a model of human strategy selection F Lieder, D Plunkett, JB Hamrick, SJ Russell, NJ Hay, TL Griffiths Advances in Neural Information Processing Systems 27, 2014 | 61 | 2014 |
| Combining Q-Learning and Search with Amortized Value Estimates JB Hamrick, V Bapst, A Sanchez-Gonzalez, T Pfaff, T Weber, L Buesing, ... Proceedings of the International Conference on Learning Representations …, 2020 | 58 | 2020 |
| Think again? The amount of mental simulation tracks uncertainty in the outcome JB Hamrick, KA Smith, TL Griffiths, E Vul Proceedings of the 37th Annual Conference of the Cognitive Science Society, 2015 | 56 | 2015 |
| nbgrader: A tool for creating and grading assignments in the Jupyter Notebook DS Blank, D Bourgin, A Brown, M Bussonnier, J Frederic, B Granger, ... The Journal of Open Source Education 2 (11), 2019 | 44 | 2019 |
| Generating plans that predict themselves JF Fisac, C Liu, JB Hamrick, SS Sastry, JK Hedrick, TL Griffiths, ... Proceedings of the 12th International Workshop on the Algorithmic …, 2018 | 43 | 2018 |
Peter BattagliaResearch Scientist, DeepMindVerified email at google.com
