Hippocampal spatio-predictive cognitive maps adaptively guide reward generalization MM Garvert, T Saanum, E Schulz, NW Schuck, CF Doeller Nature Neuroscience 26 (4), 615-626, 2023 | 22* | 2023 |
Compositional generalization in multi-armed bandits T Saanum, E Schulz, M Speekenbrink Proceedings of the Annual Meeting of the Cognitive Science Society 43 (43), 2021 | 8 | 2021 |
Zero-shot compositional reinforcement learning in humans AK Jagadish, M Binz, T Saanum, JX Wang, E Schulz PsyArXiv, 2023 | 4 | 2023 |
Reinforcement learning with simple sequence priors T Saanum, N Éltető, P Dayan, M Binz, E Schulz Advances in Neural Information Processing Systems 36, 2024 | 2 | 2024 |
Language aligned visual representations predict human behavior in naturalistic learning tasks C Demircan, T Saanum, L Pettini, M Binz, BM Baczkowski, P Kaanders, ... arXiv preprint arXiv:2306.09377, 2023 | 2 | 2023 |
Decision-making with naturalistic options C Demircan, L Pettini, T Saanum, M Binz, BM Baczkowski, C Doeller, ... Proceedings of the Annual Meeting of the Cognitive Science Society 44 (44), 2022 | 2 | 2022 |
Predicting the Future with Simple World Models T Saanum, P Dayan, E Schulz arXiv preprint arXiv:2401.17835, 2024 | | 2024 |
Learning parsimonious dynamics for state abstraction and navigation T Saanum, E Schulz Computational and Systems Neuroscience Meeting (COSYNE 2023), 113, 2023 | | 2023 |
Learning Parsimonious Dynamics for Generalization in Reinforcement Learning T Saanum, E Schulz arXiv preprint arXiv:2209.14781, 2022 | | 2022 |
Probing Compositional Inference in Natural and Artificial Agents AK Jagadish, T Saanum, JX Wang, M Binz, E Schulz 5th Multidisciplinary Conference on Reinforcement Learning and Decision …, 2022 | | 2022 |
Hippocampal spatio-temporal cognitive maps adaptively guide reward generalization T Saanum, M Garvert, E Schulz, NW Schuck, C Doeller Computational and Systems Neuroscience Meeting (COSYNE 2022), 232-233, 2022 | | 2022 |
Stimulus-reward learning and generalization in structured environments M Garvert, E Schulz, T Saanum, N Schuck, C Doeller | | 2021 |