| Recurrent independent mechanisms A Goyal, A Lamb, J Hoffmann, S Sodhani, S Levine, Y Bengio, ... arXiv preprint arXiv:1909.10893, 2019 | 151 | 2019 |
| 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 | 127 | 2020 |
| 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 | 58 | 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 | 34 | 2020 |
| Multi-task reinforcement learning with context-based representations S Sodhani, A Zhang, J Pineau International Conference on Machine Learning, 9767-9779, 2021 | 25 | 2021 |
| 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 | 20 | 2019 |
| 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 | 12 | 2018 |
| 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 | 10 | 2021 |
| Evaluating logical generalization in graph neural networks K Sinha, S Sodhani, J Pineau, WL Hamilton arXiv preprint arXiv:2003.06560, 2020 | 10 | 2020 |
| Survey of recent advances in visual question answering S Pandhre, S Sodhani arXiv preprint arXiv:1709.08203, 2017 | 9 | 2017 |
| Classification training techniques to map datasets to a standardized data model S Sodhani, B Krishnamurthy US Patent 10,902,322, 2021 | 6 | 2021 |
| Environments for lifelong reinforcement learning K Khetarpal, S Sodhani, S Chandar, D Precup arXiv preprint arXiv:1811.10732, 2018 | 6 | 2018 |
| 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 | 4 | 2021 |
| 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 | 4 | 2019 |
| Block Contextual MDPs for Continual Learning S Sodhani, F Meier, J Pineau, A Zhang arXiv preprint arXiv:2110.06972, 2021 | 3 | 2021 |
| Mtrl-multi task rl algorithms S Sodhani, A Zhang Github, 2021 | 3 | 2021 |
| 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 | 3 | 2019 |
Joelle PineauSchool of Computer Science, McGill UniversityVerified email at cs.mcgill.ca
