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Tankred Saanum
Tankred Saanum
Max Planck Institute for Biological Cybernetics
Verified email at tuebingen.mpg.de
Title
Cited by
Cited by
Year
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
28*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
82021
Zero-shot compositional reinforcement learning in humans
AK Jagadish, M Binz, T Saanum, JX Wang, E Schulz
PsyArXiv, 2023
42023
Reinforcement learning with simple sequence priors
T Saanum, N ╔ltető, P Dayan, M Binz, E Schulz
Advances in Neural Information Processing Systems 36, 2024
22024
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
22023
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
22022
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 Decisioná…, 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
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