Shagun Sodhani
Shagun Sodhani
Facebook AI Research
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Cited by
Cited by
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
Recurrent independent mechanisms
A Goyal, A Lamb, J Hoffmann, S Sodhani, S Levine, Y Bengio, ...
arXiv preprint arXiv:1909.10893, 2019
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
Multi-task reinforcement learning with context-based representations
S Sodhani, A Zhang, J Pineau
International Conference on Machine Learning, 9767-9779, 2021
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
Vip: Towards universal visual reward and representation via value-implicit pre-training
YJ Ma, S Sodhani, D Jayaraman, O Bastani, V Kumar, A Zhang
arXiv preprint arXiv:2210.00030, 2022
Toward training recurrent neural networks for lifelong learning
S Sodhani, S Chandar, Y Bengio
Neural computation 32 (1), 1-35, 2020
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
Learning robust state abstractions for hidden-parameter block MDPs
A Zhang, S Sodhani, K Khetarpal, J Pineau
arXiv preprint arXiv:2007.07206, 2020
Conversational agent for search
B Krishnamurthy, S Sodhani, A Arora, M Aggarwal
US Patent 10,713,317, 2020
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
Block contextual mdps for continual learning
S Sodhani, F Meier, J Pineau, A Zhang
Learning for Dynamics and Control Conference, 608-623, 2022
Evaluating logical generalization in graph neural networks
K Sinha, S Sodhani, J Pineau, WL Hamilton
arXiv preprint arXiv:2003.06560, 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
Recommendations based on feature usage in applications
N Puri, S Sodhani
US Patent 10,536,580, 2020
The neural race reduction: Dynamics of abstraction in gated networks
A Saxe, S Sodhani, SJ Lewallen
International Conference on Machine Learning, 19287-19309, 2022
Classification training techniques to map datasets to a standardized data model
S Sodhani, B Krishnamurthy
US Patent 10,902,322, 2021
Reinforcement Learning Based Conversational Search Assistant
M Aggarwal, A Arora, S Sodhani, B Krishnamurthy
Cornell University Library, 1-11, 2017
An introduction to lifelong supervised learning
S Sodhani, M Faramarzi, SV Mehta, P Malviya, M Abdelsalam, ...
arXiv preprint arXiv:2207.04354, 2022
Environments for lifelong reinforcement learning
K Khetarpal, S Sodhani, S Chandar, D Precup
arXiv preprint arXiv:1811.10732, 2018
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