Shagun Sodhani
Shagun Sodhani
Facebook AI Research
Verified email at - Homepage
Cited by
Cited by
Toward training recurrent neural networks for lifelong learning
S Sodhani, S Chandar, Y Bengio
Neural computation 32 (1), 1-35, 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
Conversational agent for search
B Krishnamurthy, S Sodhani, A Arora, M Aggarwal
US Patent App. 15/419,497, 2018
Survey of recent advances in visual question answering
S Pandhre, S Sodhani
arXiv preprint arXiv:1709.08203, 2017
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
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 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
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
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
Invariant causal prediction for block mdps
A Zhang, C Lyle, S Sodhani, A Filos, M Kwiatkowska, J Pineau, Y Gal, ...
arXiv preprint arXiv:2003.06016, 2020
Environments for lifelong reinforcement learning
K Khetarpal, S Sodhani, S Chandar, D Precup
arXiv preprint arXiv:1811.10732, 2018
Caption Association Techniques
S Sodhani, K Garg, B Krishnamurthy
US Patent App. 15/925,059, 2019
Classification Training Techniques to Map Datasets to a Standardized Data Model
S Sodhani, B Krishnamurthy
US Patent App. 15/660,547, 2019
Spatial Co-location Pattern Mining-A new perspective using Graph Database
SV Mehta, S Sodhani, D Patel
arXiv preprint arXiv:1810.09007, 2018
Reinforcement Learning Based Conversational Search Assistant.
M Aggarwal, A Arora, S Sodhani, B Krishnamurthy
CoRR, 2017
Evaluating Logical Generalization in Graph Neural Networks
K Sinha, S Sodhani, J Pineau, WL Hamilton
arXiv preprint arXiv:2003.06560, 2020
Digital image search based on arbitrary image features
S Sodhani, N Puri
US Patent 10,558,887, 2020
Recommendations based on feature usage in applications
N Puri, S Sodhani
US Patent 10,536,580, 2020
Learning competitive ensemble of information-constrained primitives
S Sodhani
Using deep learning techniques to determine the contextual reading order in a form document
S Sodhani, K Garg, B Krishnamurthy
US Patent 10,423,828, 2019
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