| Tackling climate change with machine learning D Rolnick, PL Donti, LH Kaack, K Kochanski, A Lacoste, K Sankaran, ... ACM Computing Surveys, 2019 | 1198 | 2019 |
| Social influence as intrinsic motivation for multi-agent deep reinforcement learning N Jaques, A Lazaridou, E Hughes, C Gulcehre, PA Ortega, DJ Strouse, ... International Conference on Machine Learning, 2019 | 585 | 2019 |
| Human-centric dialog training via offline reinforcement learning N Jaques*, JH Shen*, A Ghandeharioun, C Ferguson, A Lapedriza, ... Empirical Methods in Natural Language Processing (EMNLP), 2020 | 430* | 2020 |
| Automatic identification of artifacts in electrodermal activity data S Taylor*, N Jaques*, W Chen, S Fedor, A Sano, R Picard 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 327 | 2015 |
| Personalized multitask learning for predicting tomorrow's mood, stress, and health S Taylor*, N Jaques*, E Nosakhare, A Sano, R Picard IEEE Transactions on Affective Computing 11 (2), 200-213, 2017 | 289 | 2017 |
| Recognizing academic performance, sleep quality, stress level, and mental health using personality traits, wearable sensors and mobile phones A Sano, AJ Phillips, ZY Amy, AW McHill, S Taylor, N Jaques, CA Czeisler, ... 2015 IEEE 12th international conference on wearable and implantable body …, 2015 | 272 | 2015 |
| Emergent complexity and zero-shot transfer via unsupervised environment design M Dennis*, N Jaques*, E Vinitsky, A Bayen, S Russell, A Critch, S Levine Neural Information Processing Systems (NeurIPS), 2020 | 238 | 2020 |
| Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-control N Jaques, S Gu, D Bahdanau, JMH Lobato, RE Turner, D Eck International Conference on Machine Learning, 2017 | 232* | 2017 |
| Predicting affect from gaze data during interaction with an intelligent tutoring system N Jaques, C Conati, JM Harley, R Azevedo Intelligent Tutoring Systems: 12th International Conference, ITS 2014 …, 2014 | 185 | 2014 |
| Predicting students' happiness from physiology, phone, mobility, and behavioral data N Jaques, S Taylor, A Azaria, A Ghandeharioun, A Sano, R Picard 2015 International Conference on Affective Computing and Intelligent …, 2015 | 170 | 2015 |
| Multimodal autoencoder: A deep learning approach to filling in missing sensor data and enabling better mood prediction N Jaques, S Taylor, A Sano, R Picard 2017 International Conference on Affective Computing and Intelligent …, 2017 | 163 | 2017 |
| Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems A Ghandeharioun*, JH Shen*, N Jaques*, C Ferguson, N Jones, ... Neural Information Processing Systems (NeurIPS), 2019 | 112 | 2019 |
| Predicting Tomorrow’s Mood, Health, and Stress Level using Personalized Multitask Learning and Domain Adaptation N Jaques, OO Rudovic, S Taylor, A Sano, R Picard Proceedings of Machine Learning Research 48, 17-33, 2017 | 104 | 2017 |
| Understanding attention to adaptive hints in educational games: an eye-tracking study C Conati, N Jaques, M Muir International Journal of Artificial Intelligence in Education 23, 136-161, 2013 | 88 | 2013 |
| Tuning recurrent neural networks with reinforcement learning N Jaques, S Gu, RE Turner, D Eck | 86 | 2017 |
| Wavelet-based motion artifact removal for electrodermal activity W Chen, N Jaques, S Taylor, A Sano, S Fedor, RW Picard 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 85 | 2015 |
| Multi-task Learning for Predicting Health, Stress, and Happiness N Jaques*, S Taylor*, E Nosakhare, A Sano, R Picard NeurIPS Machine Learning for Health Care Workshop, 2016 | 81 | 2016 |
| Hierarchical reinforcement learning for open-domain dialog A Saleh*, N Jaques*, A Ghandeharioun, JH Shen, R Picard Association for the Advancement of Artificial Intelligence (AAAI), 2019 | 74 | 2019 |
| Emergent social learning via multi-agent reinforcement learning KK Ndousse, D Eck, S Levine, N Jaques International conference on machine learning, 7991-8004, 2021 | 73 | 2021 |
| Prediction of happy-sad mood from daily behaviors and previous sleep history A Sano, ZY Amy, AW McHill, AJK Phillips, S Taylor, N Jaques, ... 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 66 | 2015 |
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