| Recurrent independent mechanisms A Goyal, A Lamb, J Hoffmann, S Sodhani, S Levine, Y Bengio, ... arXiv preprint arXiv:1909.10893, 2019 | 202 | 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 | 176 | 2020 |
| Toward training recurrent neural networks for lifelong learning S Sodhani, S Chandar, Y Bengio Neural computation 32 (1), 1-35, 2020 | 83* | 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 | 76 | 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 | 56 | 2020 |
| Multi-task reinforcement learning with context-based representations S Sodhani, A Zhang, J Pineau International Conference on Machine Learning, 9767-9779, 2021 | 47 | 2021 |
| Conversational agent for search B Krishnamurthy, S Sodhani, A Arora, M Aggarwal US Patent 10,713,317, 2020 | 33 | 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 | 28 | 2019 |
| Learning robust state abstractions for hidden-parameter block MDPs A Zhang, S Sodhani, K Khetarpal, J Pineau arXiv preprint arXiv:2007.07206, 2020 | 21* | 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 | 19 | 2021 |
| Evaluating logical generalization in graph neural networks K Sinha, S Sodhani, J Pineau, WL Hamilton arXiv preprint arXiv:2003.06560, 2020 | 15 | 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 | 13 | 2018 |
| Reinforcement Learning Based Conversational Search Assistant M Aggarwal, A Arora, S Sodhani, B Krishnamurthy Cornell University Library, 1-11, 2017 | 10* | 2017 |
| Recommendations based on feature usage in applications N Puri, S Sodhani US Patent 10,536,580, 2020 | 9 | 2020 |
| Environments for lifelong reinforcement learning K Khetarpal, S Sodhani, S Chandar, D Precup arXiv preprint arXiv:1811.10732, 2018 | 9 | 2018 |
| 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 | 7 | 2021 |
| Block contextual mdps for continual learning S Sodhani, F Meier, J Pineau, A Zhang Learning for Dynamics and Control Conference, 608-623, 2022 | 6 | 2022 |
| Mtrl-multi task rl algorithms S Sodhani, A Zhang Github, 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 |
Joelle PineauSchool of Computer Science, McGill University; FAIR, Meta AI; MilaVerified email at cs.mcgill.ca
