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 | 357 | 2020 |
Recurrent independent mechanisms A Goyal, A Lamb, J Hoffmann, S Sodhani, S Levine, Y Bengio, ... arXiv preprint arXiv:1909.10893, 2019 | 334 | 2019 |
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 | 162 | 2022 |
Multi-task reinforcement learning with context-based representations S Sodhani, A Zhang, J Pineau International Conference on Machine Learning, 9767-9779, 2021 | 159 | 2021 |
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 | 157 | 2019 |
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 | 144 | 2020 |
Toward training recurrent neural networks for lifelong learning S Sodhani, S Chandar, Y Bengio Neural computation 32 (1), 1-35, 2020 | 114* | 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 | 52 | 2019 |
Learning robust state abstractions for hidden-parameter block mdps A Zhang, S Sodhani, K Khetarpal, J Pineau arXiv preprint arXiv:2007.07206, 2020 | 50* | 2020 |
Conversational agent for search B Krishnamurthy, S Sodhani, A Arora, M Aggarwal US Patent 10,713,317, 2020 | 44 | 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 | 33 | 2021 |
Block contextual mdps for continual learning S Sodhani, F Meier, J Pineau, A Zhang Learning for Dynamics and Control Conference, 608-623, 2022 | 27 | 2022 |
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 | 24 | 2023 |
The neural race reduction: Dynamics of abstraction in gated networks A Saxe, S Sodhani, SJ Lewallen International Conference on Machine Learning, 19287-19309, 2022 | 24 | 2022 |
Evaluating logical generalization in graph neural networks K Sinha, S Sodhani, J Pineau, WL Hamilton arXiv preprint arXiv:2003.06560, 2020 | 22 | 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 | 22 | 2018 |
Recommendations based on feature usage in applications N Puri, S Sodhani US Patent 10,536,580, 2020 | 19 | 2020 |
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 | 19 | 2020 |
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 | 14 | 2023 |
Classification training techniques to map datasets to a standardized data model S Sodhani, B Krishnamurthy US Patent 10,902,322, 2021 | 14 | 2021 |