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Shagun Sodhani
Shagun Sodhani
Facebook AI Research
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Title
Cited by
Cited by
Year
Recurrent independent mechanisms
A Goyal, A Lamb, J Hoffmann, S Sodhani, S Levine, Y Bengio, ...
arXiv preprint arXiv:1909.10893, 2019
1512019
Toward trustworthy AI development: mechanisms for supporting verifiable claims
M Brundage, S Avin, J Wang, H Belfield, G Krueger, G Hadfield, H Khlaaf, ...
arXiv preprint arXiv:2004.07213, 2020
1272020
Toward training recurrent neural networks for lifelong learning
S Sodhani, S Chandar, Y Bengio
Neural computation 32 (1), 1-35, 2020
67*2020
CLUTRR: A diagnostic benchmark for inductive reasoning from text
K Sinha, S Sodhani, J Dong, J Pineau, WL Hamilton
arXiv preprint arXiv:1908.06177, 2019
582019
Invariant causal prediction for block mdps
A Zhang, C Lyle, S Sodhani, A Filos, M Kwiatkowska, J Pineau, Y Gal, ...
International Conference on Machine Learning, 11214-11224, 2020
342020
Multi-task reinforcement learning with context-based representations
S Sodhani, A Zhang, J Pineau
International Conference on Machine Learning, 9767-9779, 2021
252021
Reinforcement learning with competitive ensembles of information-constrained primitives
A Goyal, S Sodhani, J Binas, XB Peng, S Levine, Y Bengio
arXiv preprint arXiv:1906.10667, 2019
202019
Learning robust state abstractions for hidden-parameter block MDPs
A Zhang, S Sodhani, K Khetarpal, J Pineau
arXiv preprint arXiv:2007.07206, 2020
13*2020
Identifying significant anomalous segments of a metrics dataset
SS Sheth, S Sodhani, R Bajaj, N Goel, M Awasthi, K Malik, H Rathi, ...
US Patent 10,129,274, 2018
122018
Reinforcement Learning Based Conversational Search Assistant
M Aggarwal, A Arora, S Sodhani, B Krishnamurthy
Cornell University Library, 1-11, 2017
11*2017
Iirc: Incremental implicitly-refined classification
M Abdelsalam, M Faramarzi, S Sodhani, S Chandar
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
102021
Evaluating logical generalization in graph neural networks
K Sinha, S Sodhani, J Pineau, WL Hamilton
arXiv preprint arXiv:2003.06560, 2020
102020
Survey of recent advances in visual question answering
S Pandhre, S Sodhani
arXiv preprint arXiv:1709.08203, 2017
92017
Classification training techniques to map datasets to a standardized data model
S Sodhani, B Krishnamurthy
US Patent 10,902,322, 2021
62021
Environments for lifelong reinforcement learning
K Khetarpal, S Sodhani, S Chandar, D Precup
arXiv preprint arXiv:1811.10732, 2018
62018
MTEnv-environment interface for multi-task reinforcement learning
S Sodhani, L Denoyer, PA Kamienny, O Delalleau
Github, 2021a. URL https://github. com/facebookresearch/mtenv, 2021
42021
Learning powerful policies by using consistent dynamics model
S Sodhani, A Goyal, T Deleu, Y Bengio, S Levine, J Tang
arXiv preprint arXiv:1906.04355, 2019
42019
Block Contextual MDPs for Continual Learning
S Sodhani, F Meier, J Pineau, A Zhang
arXiv preprint arXiv:2110.06972, 2021
32021
Mtrl-multi task rl algorithms
S Sodhani, A Zhang
Github, 2021
32021
Using natural language processing and deep learning for mapping any schema data to a hierarchical standard data model (xdm)
M Aggarwal, B Krishnamurthy, S Sodhani
US Patent App. 15/921,369, 2019
32019
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