| Bootstrap your own latent-a new approach to self-supervised learning JB Grill, F Strub, F Altché, C Tallec, P Richemond, E Buchatskaya, ... Advances in neural information processing systems 33, 21271-21284, 2020 | 4862 | 2020 |
| Agent57: Outperforming the atari human benchmark AP Badia, B Piot, S Kapturowski, P Sprechmann, A Vitvitskyi, ZD Guo, ... International conference on machine learning, 507-517, 2020 | 519 | 2020 |
| Never give up: Learning directed exploration strategies AP Badia, P Sprechmann, A Vitvitskyi, D Guo, B Piot, S Kapturowski, ... arXiv preprint arXiv:2002.06038, 2020 | 273 | 2020 |
| Joint semantic utterance classification and slot filling with recursive neural networks D Guo, G Tur, W Yih, G Zweig 2014 IEEE Spoken Language Technology Workshop (SLT), 554-559, 2014 | 221 | 2014 |
| Bootstrap latent-predictive representations for multitask reinforcement learning ZD Guo, BA Pires, B Piot, JB Grill, F Altché, R Munos, MG Azar International Conference on Machine Learning, 3875-3886, 2020 | 121 | 2020 |
| Neural predictive belief representations ZD Guo, MG Azar, B Piot, BA Pires, R Munos arXiv preprint arXiv:1811.06407, 2018 | 78 | 2018 |
| A pac rl algorithm for episodic pomdps ZD Guo, S Doroudi, E Brunskill Artificial Intelligence and Statistics, 510-518, 2016 | 61 | 2016 |
| Using options and covariance testing for long horizon off-policy policy evaluation Z Guo, PS Thomas, E Brunskill Advances in Neural Information Processing Systems 30, 2017 | 46 | 2017 |
| Byol-explore: Exploration by bootstrapped prediction Z Guo, S Thakoor, M Pîslar, B Avila Pires, F Altché, C Tallec, A Saade, ... Advances in neural information processing systems 35, 31855-31870, 2022 | 35 | 2022 |
| Geometric entropic exploration ZD Guo, MG Azar, A Saade, S Thakoor, B Piot, BA Pires, M Valko, ... arXiv preprint arXiv:2101.02055, 2021 | 33 | 2021 |
| Bootstrap your own latent: A new approach to self-supervised learning. arXiv JB Grill, F Strub, F Altché, C Tallec, PH Richemond, E Buchatskaya, ... arXiv preprint arXiv:2006.07733, 2020 | 33 | 2020 |
| Bootstrap your own latent: A new approach to self-supervised learning. arXiv 2020 JB Grill, F Strub, F Altché, C Tallec, PH Richemond, E Buchatskaya, ... arXiv preprint arXiv:2006.07733, 0 | 30 | |
| Concurrent pac rl Z Guo, E Brunskill Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015 | 26 | 2015 |
| Pac continuous state online multitask reinforcement learning with identification Y Liu, Z Guo, E Brunskill Proceedings of the 2016 International Conference on Autonomous Agents …, 2016 | 19 | 2016 |
| Directed exploration for reinforcement learning ZD Guo, E Brunskill arXiv preprint arXiv:1906.07805, 2019 | 11 | 2019 |
| Understanding self-predictive learning for reinforcement learning Y Tang, ZD Guo, PH Richemond, BA Pires, Y Chandak, R Munos, ... International Conference on Machine Learning, 33632-33656, 2023 | 10 | 2023 |
| Sample efficient feature selection for factored mdps ZD Guo, E Brunskill arXiv preprint arXiv:1703.03454, 2017 | 10 | 2017 |
| Never give up: Learning directed exploration strategies. arXiv AP Badia, P Sprechmann, A Vitvitskyi, D Guo, B Piot, S Kapturowski, ... arXiv preprint arXiv:2002.06038, 2020 | 8 | 2020 |
| Agent57: Outperforming the atari human benchmark. arXiv 2020 AP Badia, B Piot, S Kapturowski, P Sprechmann, A Vitvitskyi, D Guo, ... arXiv preprint arXiv:2003.13350, 0 | 7 | |
| Never give up: Learning directed exploration strategies A Puigdomènech Badia, P Sprechmann, A Vitvitskyi, D Guo, B Piot, ... arXiv e-prints, arXiv: 2002.06038, 2020 | 6 | 2020 |
Emma BrunskillAssociate Professor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
