| 2025 | CogSci | Do Large Language Models Reason Causally Like Us? Even Better? | Hanna M. Dettki, Brenden M. Lake, Charley M. Wu, Bob Rehder |
| 2025 | CogSci | A Computational Account of Epistemic Vigilance: Learning from Selective Truths through Bayesian Reasoning. | Ke Fang, Robert D. Hawkins, Charley M. Wu, Michael Franke |
| 2025 | CogSci | From Curiosity to Competence: How World Models Interact with the Dynamics of Exploration. | Fryderyk Mantiuk, Hanqi Zhou, Charley M. Wu |
| 2025 | CogSci | Learning to remember and remembering to learn: memory distortions as semantic compression of episodes. | David G. Nagy, Gergo Orbn, Charley M. Wu |
| 2025 | CogSci | The Forest for the Trees: Global vs. Local Advice in Human-AI Interaction. | Orsolya Szocs, Hanqi Zhou, Charley M. Wu |
| 2025 | CogSci | Flexibly biased learning rates in social learning. | Alexandra Witt, Stefano Palminteri, Charley M. Wu |
| 2025 | CogSci | Striking the Right Chord Between Reuse and Improvisation: Melody Learning as Resource-Rational Program Induction. | Hanqi Zhou, David G. Nagy, Peter Dayan, Charley M. Wu |
| 2024 | CogSci | Emergent social transmission of model-based representations without inference. | Miriam Bautista, Ryutaro Uchiyama, Claudio Tennie, Charley M. Wu |
| 2024 | CogSci | Social learning functions as an exploration tool in correlated environments. | Alexandra Witt, Wataru Toyokawa, Kevin N. Lala, Wolfgang Gaissmaier, Charley M. Wu |
| 2024 | CogSci | Shock to Thrill: Linking Sensation and Information Seeking. | Ern Wong, Tobias Hauser, Pietro Pietrini, Charley M. Wu |
| 2024 | CogSci | Harmonizing Program Induction with Rate-Distortion Theory. | Hanqi Zhou, David G. Nagy, Charley M. Wu |
| 2024 | ICLR | Predictive, scalable and interpretable knowledge tracing on structured domains. | Hanqi Zhou, Robert Bamler, Charley M. Wu, lvaro Tejero-Cantero |
| 2023 | CogSci | Environment-sensitive generalization and exploration strategies. | Fien Ruth Goetmaeckers, Charley M. Wu, Tom Verguts, Senne Braem |
| 2023 | CogSci | Compositionality under time pressure. | Valerio Rubino, Mani Hamidi, Peter Dayan, Charley M. Wu |
| 2023 | CogSci | Unlearning the bias: An agent-based simulation for increasing diverse representation through leadership emergence. | Andria L. Smith, Simon Heuschkel, Ksenia Keplinger, Charley M. Wu |
| 2023 | CogSci | Social learning with a grain of salt. | Alexandra Witt, Wataru Toyokawa, Kevin N. Lala, Wolfgang Gaissmaier, Charley M. Wu |
| 2022 | CogSci | Connecting Exploration, Generalization, and Planning in Correlated Trees. | Tobias Ludwig, Charley M. Wu, Eric Schulz |
| 2022 | CogSci | Fun as maximizing learnability: Balancing difficulty and prior knowledge. | Franziska Brndle, Charley M. Wu, Eric Schulz |
| 2021 | CogSci | How does mental sorting scale? | Susanne Haridi, Charley M. Wu, Ishita Dasgupta, Eric Schulz |
| 2021 | CogSci | Latent Event-Predictive Encodings through Counterfactual Regularization. | Dania Humaidan, Sebastian Otte, Christian Gumbsch, Charley M. Wu, Martin V. Butz |
| 2021 | CogSci | Specialization and selective social attention establishes the balance between individual and social learning. | Charley M. Wu, Mark K. Ho, Benjamin Kahl, Christina Leuker, Bjrn Meder, Ralf H. J. M. Kurvers |
| 2020 | CogSci | Cognition, Collectives, and Human Culture. | Charley M. Wu, Natalia Vlez, Mark K. Ho, Robert L. Goldstone |
| 2020 | CogSci | Perseverance in risky goal-pursuit. | Wojciech Zajkowski, Charley M. Wu, Pantelis P. Analytis |
| 2019 | CogSci | The Evolutionary Dynamics of Cooperation in Collective Search. | Alan Novaes Tump, Charley M. Wu, Imen Bouhlel, Robert L. Goldstone |
| 2019 | CogSci | Generalization as diffusion: human function learning on graphs. | Charley M. Wu, Eric Schulz, Samuel Gershman |
| 2019 | CogSci | Under pressure: The influence of time limits on human exploration. | Charley M. Wu, Eric Schulz, Kimberly Gerbaulet, Timothy J. Pleskac, Maarten Speekenbrink |
| 2018 | CogSci | Sharing is not erring: Pseudo-reciprocity in collective search. | Imen Bouhlel, Charley M. Wu, Nobuyuki Hanaki, Robert L. Goldstone |
| 2018 | CogSci | Navigating uncertainty through information search. | Charley M. Wu, Bjrn Meder, Jonathan D. Nelson |
| 2018 | CogSci | Connecting conceptual and spatial search via a model of generalization. | Charley M. Wu, Eric Schulz, Mona M. Garvert, Bjrn Meder, Nicolas W. Schuck |
| 2017 | CogSci | Make-or-break: chasing risky goals or settling for safe rewards? | Pantelis Pipergias Analytis, Charley M. Wu, Alexandros Gelastopoulos |
| 2017 | CogSci | Mapping the unknown: The spatially correlated multi-armed bandit. | Charley M. Wu, Eric Schulz, Maarten Speekenbrink, Jonathan D. Nelson, Bjrn Meder |
| 2016 | CogSci | Collective search on rugged landscapes: A cross-environmental analysis. | Daniel Barkoczi, Pantelis Pipergias Analytis, Charley M. Wu |