Publications of M Binz
All genres
Journal Article (4)
Journal Article
Epub ahead (2023)
Meta-Learned Models of Cognition. Behavioral and Brain Sciences
Journal Article
6 (3), pp. 526 - 542 (2023)
Reconstructing the Einstellung effect. Computational Brain & Behavior
Journal Article
120 (6), e2218523120 (2023)
Using cognitive psychology to understand GPT-3. Proceedings of the National Academy of Sciences of the United States of America
Journal Article
129 (5), pp. 1042 - 1077 (2022)
Heuristics From Bounded Meta-Learned Inference. Psychological Review Book Chapter (1)
Book Chapter
Wu, C.; Schulz, E.). Cambridge University Press, Cambridge, UK (2022)
Exploration beyond bandits. In: The Drive for Knowledge: The Science of Human Information-Seeking, pp. 147 - 168 (Eds. Cogliati Dezza, I.; Conference Paper (7)
Conference Paper
Meta-in-context learning in large language models. In: Advances in Neural Information Processing Systems 36: 37th Conference on Neural Information Processing Systems (NeurIPS 2023). Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, LA, USA, December 10, 2023 - December 16, 2023. (2023)
Conference Paper
Reinforcement Learning with Simple Sequence Priors. In: Advances in Neural Information Processing Systems 36: 37th Conference on Neural Information Processing Systems (NeurIPS 2023). Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, LA, USA, December 10, 2023 - December 16, 2023. (2023)
Conference Paper
A Rational Analysis of the Optimism Bias using Meta-Reinforcement Learning. In: 2023 Conference on Cognitive Computational Neuroscience, P-2.37, pp. 557 - 559. Conference on Cognitive Computational Neuroscience (CCN 2023), Oxford, UK, August 24, 2023 - August 27, 2023. (2023)
Conference Paper
The Acquisition of Physical Knowledge in Generative Neural Networks. In: 40th International Conference on Machine Learning, pp. 30321 - 30341 (Eds. Krause, A.; Brunskill, E.; Cho, K.; Engelhardt, B.; Sabato, S. et al.). Fortieth International Conference on Machine Learning (ICML 2023), Honolulu, HI,USA, July 23, 2023 - July 29, 2023. (2023)
Conference Paper
Modeling Human Exploration Through Resource-Rational Reinforcement Learning. In: Advances in Neural Information Processing Systems 35: 36th Conference on Neural Information Processing Systems (NeurIPS 2022), pp. 31755 - 31768 (Eds. Koyejo, S.; Mohamed, S.). Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, LA, USA, November 28, 2022 - December 09, 2022. Curran, Red Hook, NY, USA (2023)
Conference Paper
Decision-Making with Naturalistic Options. In: 44th Annual Meeting of the Cognitive Science Society (CogSci 2022): Cognitive Diversity, pp. 976 - 982 (Eds. Culbertson, J.; Perfors, A.; Rabagliati, H.; Ramenzoni, V.). 44th Annual Meeting of the Cognitive Science Society (CogSci 2022): Cognitive Diversity, Toronto, Canada, July 27, 2022 - July 30, 2022. (2022)
Conference Paper
Probing Compositional Inference in Natural and Artificial Agents. In: 5th Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2022), 1.67, pp. 275 - 279. 5th Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2022), Providence, RI, USA, June 08, 2022 - June 11, 2022. (2022)
Meeting Abstract (1)
Meeting Abstract
Using cognitive psychology to understand GPT-3. In Subjective Probability, Utility & Decision Making (SPUDM 2023), p. 31. Subjective Probability, Utility & Decision Making (SPUDM 2023), Wien, Austria, August 20, 2023 - August 24, 2023. (2023)
Talk (2)
Talk
Building foundation models of human cognition. Practice Job Talk, Tübingen, Germany (2023)
Talk
Tutorial 2: Meta-Learned Models of Cognition. 15th Biannual Conference of the German Society for Cognitive Science (KogWis 2022), Freiburg (Breisgau), Germany (2022)
Poster (1)
Poster
Fear and anxiety influences on probabilistic learning: A pilot online study and computational modeling. 23rd Conference of Junior Neuroscientists (NeNa 2022), Bad Urach, Germany (2022)
Preprint (11)
Preprint
CogBench: a large language model walks into a psychology lab. (submitted)
Preprint
Ecologically rational meta-learned inference explains human category learning. (submitted)
Preprint
In-context learning agents are asymmetric belief updaters. (submitted)
Preprint
How should the advent of large language models affect the practice of science? (submitted)