Jessica B. Hamrick
Jessica B. Hamrick
Research Scientist at DeepMind
Adresse e-mail validée de google.com - Page d'accueil
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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
1767*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
12742018
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
5952013
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
1772015
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
962011
Inferring mass in complex scenes by mental simulation
JB Hamrick, PW Battaglia, TL Griffiths, JB Tenenbaum
Cognition 157, 61-76, 2016
682016
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
582017
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
572018
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
532015
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
472014
Analogues of mental simulation and imagination in deep learning
JB Hamrick
Current Opinion in Behavioral Sciences 29, 8-16, 2019
432019
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
392016
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
332017
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
332015
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
252019
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
242018
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
202020
Creating and Grading IPython/Jupyter Notebook Assignments with NbGrader
JB Hamrick
Proceedings of the 47th ACM Technical Symposium on Computing Science …, 2016
202016
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
192013
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
102014
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