| Jupyter Notebooks-a publishing format for reproducible computational workflows. T Kluyver, B Ragan-Kelley, F Pérez, BE Granger, M Bussonnier, ... ELPUB 2016, 87-90, 2016 | 1511* | 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 | 1046 | 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 | 556 | 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 | 164 | 2015 |
| 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 | 91 | 2011 |
| Inferring mass in complex scenes by mental simulation JB Hamrick, PW Battaglia, TL Griffiths, JB Tenenbaum Cognition 157, 61-76, 2016 | 69 | 2016 |
| 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 | 54 | 2017 |
| 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 | 52 | 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 | 49 | 2018 |
| 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 | 43 | 2014 |
| 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 | 33 | 2016 |
| Analogues of mental simulation and imagination in deep learning JB Hamrick Current Opinion in Behavioral Sciences 29, 8-16, 2019 | 32 | 2019 |
| 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 | 32 | 2015 |
| 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 | 29 | 2017 |
| 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 | 21 | 2018 |
| 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 | 19 | 2019 |
| Creating and Grading IPython/Jupyter Notebook Assignments with NbGrader JB Hamrick Proceedings of the 47th ACM Technical Symposium on Computing Science …, 2016 | 19 | 2016 |
| Approximating Bayesian inference with a sparse distributed memory system JT Abbott, JB Hamrick, TL Griffiths Proceedings of the 35th Annual Conference of the Cognitive Science Society, 2013 | 19 | 2013 |
| 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 | 16 | 2020 |
| What to simulate? Inferring the right direction for mental rotation JB Hamrick, TL Griffiths Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014 | 10 | 2014 |
Peter BattagliaResearch Scientist, DeepMindVerified email at google.com
