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Kelsey Allen
Kelsey Allen
Research Scientist, DeepMind
deepmind.com의 이메일 확인됨
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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
34682018
Search for high-mass dilepton resonances in collisions at with the ATLAS detector
G Aad, B Abbott, J Abdallah, SA Khalek, R Aben, B Abi, M Abolins, ...
Physical Review D 90 (5), 052005, 2014
8232014
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 31, 2018
4092018
Differentiable physics and stable modes for tool-use and manipulation planning
MA Toussaint, KR Allen, KA Smith, JB Tenenbaum
Robotics: Science and systems foundation, 2018
3062018
Infinite mixture prototypes for few-shot learning
K Allen, E Shelhamer, H Shin, J Tenenbaum
International conference on machine learning, 232-241, 2019
2842019
Relational inductive biases, deep learning, and graph networks. arXiv 2018
PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ...
arXiv preprint arXiv:1806.01261, 2018
1782018
Residual policy learning
T Silver, K Allen, J Tenenbaum, L Kaelbling
arXiv preprint arXiv:1812.06298, 2018
1682018
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
1302018
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
1092020
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
462014
Physical design using differentiable learned simulators
KR Allen, T Lopez-Guevara, K Stachenfeld, A Sanchez-Gonzalez, ...
arXiv preprint arXiv:2202.00728, 2022
352022
Few-shot bayesian imitation learning with logical program policies
T Silver, KR Allen, AK Lew, LP Kaelbling, J Tenenbaum
Proceedings of the AAAI Conference on Artificial Intelligence 34 (06), 10251 …, 2020
352020
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
322015
The tools challenge: Rapid trial-and-error learning in physical problem solving
KR Allen, KA Smith, JB Tenenbaum
arXiv preprint arXiv:1907.09620 14, 2019
252019
Graph network simulators can learn discontinuous, rigid contact dynamics
KR Allen, TL Guevara, Y Rubanova, K Stachenfeld, A Sanchez-Gonzalez, ...
Conference on Robot Learning, 1157-1167, 2023
242023
Learning rigid dynamics with face interaction graph networks
KR Allen, Y Rubanova, T Lopez-Guevara, W Whitney, ...
arXiv preprint arXiv:2212.03574, 2022
222022
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
152020
Using games to understand the mind
KR Allen, F Brändle, M Botvinick, J Fan, SJ Gershman, TL Griffiths, ...
PsyArXiv, 2023
92023
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
92020
Go fishing! Responsibility judgments when cooperation breaks down.
KR Allen, J Jara-Ettinger, T Gerstenberg, M Kleiman-Weiner, ...
CogSci, 2015
92015
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학술자료 1–20