Marcelo G. Mattar

22 papers A* 1B 15Journal 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adversarial construction as a potential solution to the experiment design problem in large task spaces.
CoRR
Prakhar Godara, Frederick Callaway, Marcelo G. Mattar
2025 B conf
A Variational Neural Network Model of Resource-Rational Reward Encoding in Human Planning.
CogSci
Zhuojun Ying, Frederick Callaway, Roy Fox, Anastasia Kiyonaga, Marcelo G. Mattar
2025 J jnl
A foundation model to predict and capture human cognition.
Nat.
Marcel Binz, Elif Akata, Matthias Bethge, Franziska Brändle, Fred Callaway, Julian Coda-Forno, Peter Dayan, Can Demircan, Maria K. Eckstein, Noémi Élteto, Thomas L. Griffiths, Susanne Haridi, Akshay K. Jagadish, Ji-An Li, Alexander Kipnis, Sreejan Kumar, Tobias Ludwig, Marvin Mathony, Marcelo G. Mattar, Alireza Modirshanechi, Surabhi S. Nath, Joshua C. Peterson, Milena Rmus, Evan M. Russek, Tankred Saanum, Johannes A. Schubert, Luca M. Schulze Buschoff, Nishad Singhi, Xin Sui, Mirko Thalmann, Fabian J. Theis, Vuong Truong, Vishaal Udandarao, Konstantinos Voudouris, Robert C. Wilson, Kristin Witte, Shuchen Wu, Dirk U. Wulff, Huadong Xiong, Eric Schulz
2025 B conf
Characterizing Human Planning on Large, Real-World Conceptual Networks.
CogSci
Denis C. L. Lan, Marcelo G. Mattar
2025 B conf
Counterfactual error-monitoring in human planning.
CogSci
Doris Yu, Frederick Callaway, Marcelo G. Mattar
2025 B conf
DynamicRL: Data-Driven Estimation of Trial-by-Trial Reinforcement Learning Parameters.
CogSci
Huadong Xiong, Ji-An Li, Marcelo G. Mattar, Robert C. Wilson
2025 B conf
Exploring resource-rational planning under time pressure in online chess.
CogSci
Ionatan Kuperwajs, Evan M. Russek, Lisa Schut, Yotam Sagiv, Marcelo G. Mattar, Wei Ji Ma, Tom Griffiths
2025 B conf
Human Adaptation of Learning Strategies Resembles Policy Gradients.
CogSci
Huadong Xiong, Ji-An Li, Marcelo G. Mattar, Robert C. Wilson
2025 B conf
Humans Learn to Weight Evidence Unevenly Over Time.
CogSci
Huadong Xiong, Ji-An Li, Marcelo G. Mattar, Robert C. Wilson
2025 J jnl
Language Models Are Capable of Metacognitive Monitoring and Control of Their Internal Activations.
CoRR
Ji-An Li, Huadong Xiong, Robert C. Wilson, Marcelo G. Mattar, Marcus K. Benna
2025 B conf
Learning in online chess increases with more time spent thinking and diversity of experience.
CogSci
Lisa Schut, Evan M. Russek, Ionatan Kuperwajs, Marcelo G. Mattar, Wei Ji Ma, Tom Griffiths
2025 J jnl
Time Spent Thinking in Online Chess Reflects the Value of Computation.
Cogn. Sci.
Evan M. Russek, Daniel Acosta-kane, Bas van Opheusden, Marcelo G. Mattar, Thomas L. Griffiths
2024 B conf
A neural network model trained on free recall learns the method of loci.
CogSci
Moufan Li, Kristopher T. Jensen, Marcelo G. Mattar
2024 J jnl
Centaur: a foundation model of human cognition.
CoRR
Marcel Binz, Elif Akata, Matthias Bethge, Franziska Brändle, Fred Callaway, Julian Coda-Forno, Peter Dayan, Can Demircan, Maria K. Eckstein, Noémi Élteto, Thomas L. Griffiths, Susanne Haridi, Akshay K. Jagadish, Ji-An Li, Alexander Kipnis, Sreejan Kumar, Tobias Ludwig, Marvin Mathony, Marcelo G. Mattar, Alireza Modirshanechi, Surabhi S. Nath, Joshua C. Peterson, Milena Rmus, Evan M. Russek, Tankred Saanum, Natalia Scharfenberg, Johannes A. Schubert, Luca M. Schulze Buschoff, Nishad Singhi, Xin Sui, Mirko Thalmann, Fabian J. Theis, Vuong Truong, Vishaal Udandarao, Konstantinos Voudouris, Robert C. Wilson, Kristin Witte, Shuchen Wu, Dirk U. Wulff, Huadong Xiong, Eric Schulz
2024 B conf
Humans use episodic memory to access features of past experience for flexible decision making.
CogSci
Jonathan Nicholas, Marcelo G. Mattar
2024 A* conf
Linking In-context Learning in Transformers to Human Episodic Memory.
NeurIPS
Ji-An Li, Corey Yishan Zhou, Marcus K. Benna, Marcelo G. Mattar
2024 J jnl
Linking In-context Learning in Transformers to Human Episodic Memory.
CoRR
Ji-An Li, Corey Yishan Zhou, Marcus K. Benna, Marcelo G. Mattar
2024 B conf
Resource-Rational Encoding of Reward Information in Planning.
CogSci
Zhuojun Ying, Frederick Callaway, Anastasia Kiyonaga, Marcelo G. Mattar
2024 B conf
Revealing human planning strategies with eye-tracking.
CogSci
Frederick Callaway, Miaomiao Yu, Marcelo G. Mattar
2024 B conf
Some and Done? Temporally extended decisions with very few rollouts.
CogSci
Sixing Chen, Kristopher T. Jensen, Marcelo G. Mattar
2024 B conf
Temporal Persistence Explains Mice Exploration in a Labyrinth.
CogSci
Umesh K. Singla, Marcelo G. Mattar
2024 B conf
Temporally extended decision-making through episodic sampling.
CogSci
Corey Yishan Zhou, Deborah Talmi, Nathaniel D. Daw, Marcelo G. Mattar