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Jessica B. Hamrick
Jessica B. Hamrick
Research Scientist at DeepMind
Bestätigte E-Mail-Adresse bei google.com - Startseite
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Jahr
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
3984*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
31612018
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
8572013
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
2772015
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
1132018
Inferring mass in complex scenes by mental simulation
JB Hamrick, PW Battaglia, TL Griffiths, JB Tenenbaum
Cognition 157, 61-76, 2016
1132016
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
1062011
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
962019
Analogues of mental simulation and imagination in deep learning
JB Hamrick
Current Opinion in Behavioral Sciences 29, 8-16, 2019
932019
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
842017
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
752017
Relational inductive biases, deep learning, and graph networks (2018)
PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ...
arXiv preprint arXiv:1806.01261, 1806
681806
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
642016
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
632016
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
582014
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
562020
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
502020
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
502015
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
412018
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