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Kelsey Allen
Kelsey Allen
Research Scientist, DeepMind
E-mailová adresa ověřena na: deepmind.com
Název
Citace
Citace
Rok
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
19792018
Search for high-mass dilepton resonances in pp collisions at s√= 8 TeV with the ATLAS detector
A Cerri, C Chavez Barajas, ZJ Grout, CT Potter, I Santoyo Castillo, ...
Physical Review D 90 (5), 052005, 2014
7222014
End-to-end differentiable physics for learning and control
F de Avila Belbute-Peres, K Smith, K Allen, J Tenenbaum, JZ Kolter
Advances in Neural Information Processing Systems, 7178-7189, 2018
2572018
End-to-end differentiable physics for learning and control
F de Avila Belbute-Peres, K Smith, K Allen, J Tenenbaum, JZ Kolter
Advances in Neural Information Processing Systems, 7178-7189, 2018
2572018
Differentiable Physics and Stable Modes for Tool-Use and Manipulation Planning.
M Toussaint, K Allen, KA Smith, JB Tenenbaum
Robotics: Science and Systems, 2018
1942018
Infinite Mixture Prototypes for Few-Shot Learning
KR Allen, E Shelhamer, H Shin, JB Tenenbaum
arXiv preprint arXiv:1902.04552, 2019
1592019
Residual Policy Learning
T Silver, K Allen, J Tenenbaum, L Kaelbling
arXiv preprint arXiv:1812.06298, 2018
862018
Relational inductive bias for physical construction in humans and machines
JB Hamrick, KR Allen, V Bapst, T Zhu, KR McKee, JB Tenenbaum, ...
arXiv preprint arXiv:1806.01203, 2018
812018
Detecting disagreement in conversations using pseudo-monologic rhetorical structure
K Allen, G Carenini, R Ng
Proceedings of the 2014 Conference on Empirical Methods in Natural Language …, 2014
442014
Rapid trial-and-error learning with simulation supports flexible tool use and physical reasoning
KR Allen, KA Smith, JB Tenenbaum
Proceedings of the National Academy of Sciences 117 (47), 29302-29310, 2020
312020
Interactions Increase Forager Availability and Activity in Harvester Ants
E Pless, J Queirolo, N Pinter-Wollman, S Crow, K Allen, MB Mathur, ...
PloS one 10 (11), e0141971, 2015
262015
The Tools Challenge: Rapid Trial-and-Error Learning in Physical Problem Solving
KR Allen, KA Smith, JB Tenenbaum
arXiv preprint arXiv:1907.09620, 2019
152019
Few-Shot Bayesian Imitation Learning with Logic over Programs
T Silver, KR Allen, AK Lew, LP Kaelbling, J Tenenbaum
arXiv preprint arXiv:1904.06317, 2019
72019
Go fishing! Responsibility judgments when cooperation breaks down.
K Allen, J Jara-Ettinger, T Gerstenberg, M Kleiman-Weiner, ...
CogSci, 2015
62015
Differentiable Physics and Stable Modes for Tool-Use and Manipulation Planning–Extended Abstract–
M Toussaint, KR Allen, KA Smith, JB Tenenbaum
5*
Ogre: An object-based generalization for reasoning environment
KR Allen, A Bakhtin, K Smith, JB Tenenbaum, L van der Maaten
NeurIPS Workshop on Object Representations for Learning and Reasoning, 2020
32020
Variadic Learning by Bayesian Nonparametric Deep Embedding
KR Allen, H Shin, E Shelhamer, JB Tenenbaum
32018
A Task and Motion Approach to the Development of Planning.
J Loula, KR Allen, J Tenenbaum
CogSci, 2020
22020
Learning constraint-based planning models from demonstrations
J Loula, K Allen, T Silver, J Tenenbaum
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020
22020
Who went fishing? Inferences from social evaluations
ZJ Davis, KR Allen, T Gerstenberg
PsyArXiv, 2021
12021
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Články 1–20