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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, B Granger, M Bussonnier, J Frederic, ...
Positioning and power in academic publishing: Players, agents and agendas, 87-90, 2016
4639*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
36862018
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
9392013
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
2932015
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
1322018
Inferring mass in complex scenes by mental simulation
JB Hamrick, PW Battaglia, TL Griffiths, JB Tenenbaum
Cognition 157, 61-76, 2016
1202016
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
1132011
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
1122019
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
982017
Analogues of mental simulation and imagination in deep learning
JB Hamrick
Current Opinion in Behavioral Sciences 29, 8-16, 2019
972019
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
812016
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
742020
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
742017
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
702016
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
612015
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
592014
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
552020
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
552015
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
432019
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
432018
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