| 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 | 716 | 2020 |
| Recurrent independent mechanisms A Goyal, A Lamb, J Hoffmann, S Sodhani, S Levine, Y Bengio, ... arXiv preprint arXiv:1909.10893, 2019 | 417 | 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 | 416 | 2022 |
| Multi-task reinforcement learning with context-based representations S Sodhani, A Zhang, J Pineau International conference on machine learning, 9767-9779, 2021 | 286 | 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 | 281 | 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 | 185 | 2020 |
| Toward training recurrent neural networks for lifelong learning S Sodhani, S Chandar, Y Bengio Neural computation 32 (1), 1-35, 2020 | 144* | 2020 |
| 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 | 105 | 2023 |
| 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 | 89 | 2023 |
| Learning robust state abstractions for hidden-parameter block mdps A Zhang, S Sodhani, K Khetarpal, J Pineau arXiv preprint arXiv:2007.07206, 2020 | 65* | 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 | 62 | 2019 |
| Toward trustworthy AI development: Mechanisms for supporting verifiable claims. arXiv 2020 M Brundage, S Avin, J Wang, H Belfield, G Krueger, G Hadfield, H Khlaaf, ... arXiv preprint arXiv:2004.07213, 2004 | 55 | 2004 |
| The neural race reduction: Dynamics of abstraction in gated networks A Saxe, S Sodhani, SJ Lewallen International Conference on Machine Learning, 19287-19309, 2022 | 50 | 2022 |
| Conversational agent for search B Krishnamurthy, S Sodhani, A Arora, M Aggarwal US Patent 10,713,317, 2020 | 49 | 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 | 44 | 2021 |
| Block contextual mdps for continual learning S Sodhani, F Meier, J Pineau, A Zhang Learning for Dynamics and Control Conference, 608-623, 2022 | 42 | 2022 |
| An introduction to lifelong supervised learning S Sodhani, M Faramarzi, SV Mehta, P Malviya, M Abdelsalam, ... arXiv preprint arXiv:2207.04354, 2022 | 31 | 2022 |
| 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 | 28 | 2020 |
| Evaluating logical generalization in graph neural networks K Sinha, S Sodhani, J Pineau, WL Hamilton arXiv preprint arXiv:2003.06560, 2020 | 26 | 2020 |
| Recommendations based on feature usage in applications N Puri, S Sodhani US Patent 10,536,580, 2020 | 25 | 2020 |
Joelle PineauSchool of Computer Science, McGill University; FAIR, Meta AI; MilaVerified email at cs.mcgill.ca
