|Jupyter Notebooks-a publishing format for reproducible computational workflows.|
T Kluyver, B Ragan-Kelley, F Pérez, BE Granger, M Bussonnier, ...
ELPUB, 87-90, 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
|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
|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
|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
|Inferring mass in complex scenes by mental simulation|
JB Hamrick, PW Battaglia, TL Griffiths, JB Tenenbaum
Cognition 157, 61-76, 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
|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
|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
|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
|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
|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
|Analogues of mental simulation and imagination in deep learning|
Current Opinion in Behavioral Sciences 29, 8-16, 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
|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
|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
|Creating and Grading IPython/Jupyter Notebook Assignments with NbGrader|
Proceedings of the 47th ACM Technical Symposium on Computing Science …, 2016
|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
|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
|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