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Adam Lerer
Adam Lerer
Facebook AI Research
Verifierad e-postadress på fb.com
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Pytorch: An imperative style, high-performance deep learning library
A Paszke, S Gross, F Massa, A Lerer, J Bradbury, G Chanan, T Killeen, ...
Advances in neural information processing systems 32, 2019
183522019
Automatic differentiation in pytorch
A Paszke, S Gross, S Chintala, G Chanan, E Yang, Z DeVito, Z Lin, ...
103272017
Tabulator: Exploring and analyzing linked data on the semantic web
T Berners-Lee, Y Chen, L Chilton, D Connolly, R Dhanaraj, J Hollenbach, ...
Proceedings of the 3rd international semantic web user interaction workshop …, 2006
6412006
Open data kit: tools to build information services for developing regions
C Hartung, A Lerer, Y Anokwa, C Tseng, W Brunette, G Borriello
Proceedings of the 4th ACM/IEEE international conference on information and …, 2010
5752010
Anton 2: raising the bar for performance and programmability in a special-purpose molecular dynamics supercomputer
DE Shaw, JP Grossman, JA Bank, B Batson, JA Butts, JC Chao, ...
SC'14: Proceedings of the International Conference for High Performance …, 2014
5282014
Learning physical intuition of block towers by example
A Lerer, S Gross, R Fergus
ICML'16 Proceedings of the 33rd International Conference on International …, 2016
2832016
A multipath network for object detection
S Zagoruyko, A Lerer, TY Lin, PO Pinheiro, S Gross, S Chintala, P Dollár
BMVC, 2016, 2016
2462016
PyTorch-BigGraph: A Large-scale Graph Embedding System
A Lerer, L Wu, J Shen, T Lacroix, L Wehrstedt, A Bose, A Peysakhovich
Proceedings of the Conference on Systems and Machine Learning, 2019
2432019
Open source data collection in the developing world
Y Anokwa, C Hartung, W Brunette, G Borriello, A Lerer
Computer 42 (10), 97-99, 2009
1732009
Deep Counterfactual Regret Minimization
N Brown, A Lerer, S Gross, T Sandholm
International Conference on Machine Learning (ICML), 2018, 2018
1322018
Maintaining cooperation in complex social dilemmas using deep reinforcement learning
A Lerer, A Peysakhovich
arXiv preprint arXiv:1707.01068, 2017
1002017
Prosocial learning agents solve generalized stag hunts better than selfish ones
A Peysakhovich, A Lerer
arXiv preprint arXiv:1709.02865, 2017
772017
“Other-Play” for Zero-Shot Coordination
H Hu, A Lerer, A Peysakhovich, J Foerster
International Conference on Machine Learning, 4399-4410, 2020
692020
Composable planning with attributes
A Zhang, A Lerer, S Sukhbaatar, R Fergus, A Szlam
International Conference on Learning Representations, 2018, 2018
622018
Evaluation of IVR data collection UIs for untrained rural users
A Lerer, M Ward, S Amarasinghe
Proceedings of the first ACM symposium on computing for development, 1-8, 2010
552010
Combining deep reinforcement learning and search for imperfect-information games
N Brown, A Bakhtin, A Lerer, Q Gong
Advances in Neural Information Processing Systems 33, 2020
542020
Intphys: A framework and benchmark for visual intuitive physics reasoning
R Riochet, MY Castro, M Bernard, A Lerer, R Fergus, V Izard, E Dupoux
arXiv preprint arXiv:1803.07616, 2018
462018
Improving Policies via Search in Cooperative Partially Observable Games
A Lerer, H Hu, J Foerster, N Brown
AAAI Conference on Artificial Intelligence, 2019
432019
Consequentialist conditional cooperation in social dilemmas with imperfect information
A Peysakhovich, A Lerer
International Conference on Learning Representations, 2018, 2017
432017
Learning existing social conventions via observationally augmented self-play
A Lerer, A Peysakhovich
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 107-114, 2019
39*2019
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Artiklar 1–20