| Sources of suboptimality in a minimalistic explore–exploit task M Song, Z Bnaya, WJ Ma Nature human behaviour 3 (4), 361-368, 2019 | 25 | 2019 |
| Proactive information sampling in value-based decision-making: Deciding when and where to saccade M Song, X Wang, H Zhang, J Li Frontiers in human neuroscience 13, 35, 2019 | 21 | 2019 |
| Uncovering the ‘state’: Tracing the hidden state representations that structure learning and decision-making AJ Langdon, M Song, Y Niv Behavioural processes 167, 103891, 2019 | 17 | 2019 |
| Explaining the effectiveness of fear extinction through latent-cause inference M Song, CE Jones, MH Monfils, Y Niv arXiv preprint arXiv:2205.04670, 2022 | 9 | 2022 |
| Humans combine value learning and hypothesis testing strategically in multi-dimensional probabilistic reward learning M Song, PA Baah, MB Cai, Y Niv PLoS computational biology 18 (11), e1010699, 2022 | 5 | 2022 |
| Using recurrent neural networks to understand human reward learning M Song, Y Niv, M Cai Proceedings of the Annual Meeting of the Cognitive Science Society 43 (43), 2021 | 4 | 2021 |
| Minimal cross-trial generalization in learning the representation of an odor-guided choice task M Song, YK Takahashi, AC Burton, MR Roesch, G Schoenbaum, Y Niv, ... PLoS computational biology 18 (3), e1009897, 2022 | 3 | 2022 |
| Learning what is relevant for rewards via value-based serial hypothesis testing. M Song, Y Niv, M Cai CogSci, 2020 | 3 | 2020 |
| Learning what is relevant for rewards via serial hypothesis testing M Song, MB Cai, Y Niv 42nd Annual Meeting of the Cognitive Science Society: Developing a Mind …, 2020 | 1 | 2020 |
| Learning to Discover Structure in Animal and Human Decision Tasks M Song Princeton University, 2022 | | 2022 |
| Publisher Correction: Sources of suboptimality in a minimalistic explore–exploit task M Song, Z Bnaya, WJ Ma Nature human behaviour 3 (4), 407-408, 2019 | | 2019 |
| Learning multi-dimensional rules with probabilistic feedback via value-based serial hypothesis testing M Song, Y Niv, MB Cai | | |
