עקוב אחר
Shagun Sodhani
Shagun Sodhani
Facebook AI Research
כתובת אימייל מאומתת בדומיין fb.com - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
4112020
Recurrent independent mechanisms‏
A Goyal, A Lamb, J Hoffmann, S Sodhani, S Levine, Y Bengio, ...‏
arXiv preprint arXiv:1909.10893, 2019‏
3662019
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
2312022
Multi-task reinforcement learning with context-based representations‏
S Sodhani, A Zhang, J Pineau‏
International Conference on Machine Learning, 9767-9779, 2021‏
1972021
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
1842019
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
1532020
Toward training recurrent neural networks for lifelong learning‏
S Sodhani, S Chandar, Y Bengio‏
Neural computation 32 (1), 1-35, 2020‏
125*2020
Learning robust state abstractions for hidden-parameter block mdps‏
A Zhang, S Sodhani, K Khetarpal, J Pineau‏
arXiv preprint arXiv:2007.07206, 2020‏
54*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
532019
Conversational agent for search‏
B Krishnamurthy, S Sodhani, A Arora, M Aggarwal‏
US Patent 10,713,317, 2020‏
462020
Motif: Intrinsic motivation from artificial intelligence feedback‏
M Klissarov, P D'Oro, S Sodhani, R Raileanu, PL Bacon, P Vincent, ...‏
arXiv preprint arXiv:2310.00166, 2023‏
442023
TorchRL: A data-driven decision-making library for PyTorch‏
A Bou, M Bettini, S Dittert, V Kumar, S Sodhani, X Yang, G De Fabritiis, ...‏
arXiv preprint arXiv:2306.00577, 2023‏
362023
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
362021
The neural race reduction: Dynamics of abstraction in gated networks‏
A Saxe, S Sodhani, SJ Lewallen‏
International Conference on Machine Learning, 19287-19309, 2022‏
312022
Block contextual mdps for continual learning‏
S Sodhani, F Meier, J Pineau, A Zhang‏
Learning for Dynamics and Control Conference, 608-623, 2022‏
312022
Evaluating logical generalization in graph neural networks‏
K Sinha, S Sodhani, J Pineau, WL Hamilton‏
arXiv preprint arXiv:2003.06560, 2020‏
242020
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
222018
Recommendations based on feature usage in applications‏
N Puri, S Sodhani‏
US Patent 10,536,580, 2020‏
202020
Toward trustworthy AI development: mechanisms for supporting verifiable claims (2020)‏
M Brundage, S Avin, J Wang, H Belfield, G Krueger, G Hadfield, H Khlaaf, ...‏
arXiv preprint arXiv:2004.07213, 2020‏
202020
An introduction to lifelong supervised learning‏
S Sodhani, M Faramarzi, SV Mehta, P Malviya, M Abdelsalam, ...‏
arXiv preprint arXiv:2207.04354, 2022‏
172022
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מאמרים 1–20