| 2025 | CogSci | Exploring resource-rational planning under time pressure in online chess. | Ionatan Kuperwajs, Evan M. Russek, Lisa Schut, Yotam Sagiv, Marcelo G. Mattar, Wei Ji Ma, Tom Griffiths |
| 2025 | CogSci | Characterizing Human Planning on Large, Real-World Conceptual Networks. | Denis C. L. Lan, Marcelo G. Mattar |
| 2025 | CogSci | Learning in online chess increases with more time spent thinking and diversity of experience. | Lisa Schut, Evan M. Russek, Ionatan Kuperwajs, Marcelo G. Mattar, Wei Ji Ma, Tom Griffiths |
| 2025 | CogSci | DynamicRL: Data-Driven Estimation of Trial-by-Trial Reinforcement Learning Parameters. | Huadong Xiong, Ji-An Li, Marcelo G. Mattar, Robert C. Wilson |
| 2025 | CogSci | Humans Learn to Weight Evidence Unevenly Over Time. | Huadong Xiong, Ji-An Li, Marcelo G. Mattar, Robert C. Wilson |
| 2025 | CogSci | Human Adaptation of Learning Strategies Resembles Policy Gradients. | Huadong Xiong, Ji-An Li, Marcelo G. Mattar, Robert C. Wilson |
| 2025 | CogSci | A Variational Neural Network Model of Resource-Rational Reward Encoding in Human Planning. | Zhuojun Ying, Frederick Callaway, Roy Fox, Anastasia Kiyonaga, Marcelo G. Mattar |
| 2025 | CogSci | Counterfactual error-monitoring in human planning. | Doris Yu, Frederick Callaway, Marcelo G. Mattar |
| 2024 | CogSci | Revealing human planning strategies with eye-tracking. | Frederick Callaway, Miaomiao Yu, Marcelo G. Mattar |
| 2024 | CogSci | Some and Done? Temporally extended decisions with very few rollouts. | Sixing Chen, Kristopher T. Jensen, Marcelo G. Mattar |
| 2024 | CogSci | A neural network model trained on free recall learns the method of loci. | Moufan Li, Kristopher T. Jensen, Marcelo G. Mattar |
| 2024 | CogSci | Humans use episodic memory to access features of past experience for flexible decision making. | Jonathan Nicholas, Marcelo G. Mattar |
| 2024 | CogSci | Temporal Persistence Explains Mice Exploration in a Labyrinth. | Umesh K. Singla, Marcelo G. Mattar |
| 2024 | CogSci | Resource-Rational Encoding of Reward Information in Planning. | Zhuojun Ying, Frederick Callaway, Anastasia Kiyonaga, Marcelo G. Mattar |
| 2024 | CogSci | Temporally extended decision-making through episodic sampling. | Corey Yishan Zhou, Deborah Talmi, Nathaniel D. Daw, Marcelo G. Mattar |