| 2024 | CogSci | Decision-Making Paradoxes in Humans vs Machines: The case of the Allais and Ellsberg Paradoxes. | Ardavan Salehi Nobandegani, Irina Rish, Thomas R. Shultz |
| 2023 | CogSci | A Perceptual Front-End for Probability Learning: Object Detection with YOLO. | Zhe Fan, Zilong Wang, Thomas R. Shultz |
| 2023 | CogSci | AI Agents Learn to Trust. | Ardavan Salehi Nobandegani, Irina Rish, Thomas R. Shultz |
| 2023 | CogSci | Neural Network Modeling of Pure Reasoning in Preverbal Infants. | Ardavan Salehi Nobandegani, Thomas R. Shultz |
| 2023 | CogSci | A Neural Model of Number Comparison with Robust Generalization. | Thomas R. Shultz, Ardavan Salehi Nobandegani, Zilong Wang |
| 2023 | CogSci | A Computational Model of Children's Learning and Use of Probabilities Across Different Ages. | Zilong Wang, Thomas R. Shultz, Ardavan Salehi Nobandegani |
| 2022 | CogSci | A Resource-Rational Process Model of Violation of Cumulative Independence. | Yiwei Cao, Ardavan Salehi Nobandegani, Thomas R. Shultz |
| 2022 | CogSci | Ingroup-Biased Copying Promotes Cultural Diversity and Complexity. | Marcel R. Montrey, Thomas R. Shultz |
| 2022 | CogSci | Cognitive Models as Simulators: The Case of Moral Decision-Making. | Ardavan Salehi Nobandegani, Thomas R. Shultz, Irina Rish |
| 2022 | CogSci | Modeling the Learning and Use of Probability Distributions in Chimpanzees and Humans. | Thomas R. Shultz, Ardavan Salehi Nobandegani |
| 2022 | CogSci | A Resource-Rational Process-Level Account of Violation of Stochastic Dominance. | Feng Xia, Ardavan Salehi Nobandegani, Thomas R. Shultz, Rahul Bhui |
| 2021 | CogSci | Emotions in Games: Toward a Unified Process-Level Account. | Myriam Lizotte, Ardavan Salehi Nobandegani, Thomas R. Shultz |
| 2021 | CogSci | A Unified, Resource-Rational Account of the Allais and Ellsberg Paradoxes. | Ardavan Salehi Nobandegani, Thomas R. Shultz, Laurette Dub |
| 2020 | AAAI | The St. Petersburg Paradox: A Fresh Algorithmic Perspective. | Ardavan Salehi Nobandegani, Thomas R. Shultz |
| 2020 | CogSci | A Resource-Rational Process Model of Fairness in the Ultimatum Game. | Ardavan Salehi Nobandegani, Constance Destais, Thomas R. Shultz |
| 2020 | CogSci | A Resource-Rational Mechanistic Account of Human Coordination Strategies. | Ardavan Salehi Nobandegani, Thomas R. Shultz |
| 2020 | CogSci | Probability Without Counting and Dividing: A Fresh Computational Perspective. | Thomas R. Shultz, Ardavan Salehi Nobandegani |
| 2019 | CogSci | Contextual Effects in Value-Based Decision Making: A Resource-Rational Mechanistic Account. | Kevin da Silva Castanheira, Ardavan Salehi Nobandegani, Thomas R. Shultz, A. Ross Otto |
| 2019 | CogSci | How Does Current AI Stack Up Against Human Intelligence? | Kenneth D. Forbus, Dedre Gentner, John E. Laird, Thomas R. Shultz, Ardavan Salehi Nobandegani, Paul Thagard |
| 2019 | CogSci | The role of AMPA receptor exchange in systems memory reconsolidation: A computational model. | Peter Helfer, Thomas R. Shultz |
| 2019 | CogSci | Outgroup Homogeneity Bias Causes Ingroup Favoritism. | Marcel R. Montrey, Thomas R. Shultz |
| 2019 | CogSci | On Robustness: An Undervalued Dimension of Human Rationality. | Ardavan Salehi Nobandegani, Kevin da Silva Castanheira, Timothy J. O'Donnell, Thomas R. Shultz |
| 2019 | CogSci | Bringing Order to the Cognitive Fallacy Zoo. | Ardavan Salehi Nobandegani, William Campoli, Thomas R. Shultz |
| 2019 | CogSci | A Resource-Rational Mechanistic Approach to One-shot Non-cooperative Games: The Case of Prisoner's Dilemma. | Ardavan Salehi Nobandegani, Kevin da Silva Castanheira, Thomas R. Shultz, A. Ross Otto |
| 2019 | CogSci | A Resource-Rational Process-Level Account of the St. Petersburg Paradox. | Ardavan Salehi Nobandegani, Kevin da Silva Castanheira, Thomas R. Shultz, A. Ross Otto |
| 2019 | CogSci | Decoy Effect and Violation of Betweenness in Risky Decision Making: A Resource-Rational Mechanistic Account. | Ardavan Salehi Nobandegani, Kevin da Silva Castanheira, Thomas R. Shultz, A. Ross Otto |
| 2019 | CogSci | Toward a Formal Science of Heuristics. | Ardavan Salehi Nobandegani, Thomas R. Shultz |
| 2019 | CogSci | An Attractor Neural-network Simulation of Decision Making. | Ashley Stendel, Thomas R. Shultz |
| 2019 | CogSci | Neural Network Modeling of Learning to Actively Learn. | Lie Yu, Ardavan Salehi Nobandegani, Thomas R. Shultz |
| 2018 | CogSci | Over-representation of Extreme Events in Decision-Making: A Rational Metacognitive Account. | Ardavan Salehi Nobandegani, Kevin da Silva Castanheira, A. Ross Otto, Thomas R. Shultz |
| 2018 | CogSci | Example Generation Under Constraints Using Cascade Correlation Neural Nets. | Ardavan Salehi Nobandegani, Thomas R. Shultz |
| 2017 | CogSci | Converting Cascade-Correlation Neural Nets into Probabilistic Generative Models. | Ardavan Salehi Nobandegani, Thomas R. Shultz |
| 2015 | CogSci | Resolving Rogers' Paradox with Specialized Hybrid Learners. | Milad Kharratzadeh, Marcel R. Montrey, Alex Metz, Thomas R. Shultz |
| 2014 | CogSci | Evolving useful delusions: Subjectively rational selfishness leads to objectively irrational cooperation. | Artem Kaznatcheev, Marcel R. Montrey, Thomas R. Shultz |
| 2013 | CogSci | A Computational Model of Systems Memory Reconsolidation. | Peter Helfer, Thomas R. Shultz, Oliver Hardt, Karim Nader |
| 2013 | CogSci | Neural-network Modelling of Bayesian Learning and Inference. | Milad Kharratzadeh, Thomas R. Shultz |
| 2012 | CogSci | Solving nonogram puzzles by reinforcement learning. | Frdric Dandurand, Denis Cousineau, Thomas R. Shultz |
| 2012 | CogSci | Knowing When to Abandon Unproductive Learning. | Thomas R. Shultz, Eric Doty, Frdric Dandurand |
| 2011 | CogSci | A Fresh Look at Vocabulary Spurts. | Frdric Dandurand, Thomas R. Shultz |
| 2011 | CogSci | Ethnocentrism Maintains Cooperation, but Keeping One's Children Close Fuels It. | Artem Kaznatcheev, Thomas R. Shultz |
| 2011 | CogSci | Explicit Bayesian Reasoning with Frequencies, Probabilities, and Surprisals. | Heather Prime, Thomas R. Shultz |
| 2004 | IJCNN | Transferring domain rules in a constructive network: introducing RBCC. | Jean-Philippe Thivierge, Frdric Dandurand, Thomas R. Shultz |
| 2003 | IJCNN | A dual-phase technique for pruning constructive networks. | Jean-Philippe Thivierge, Franois Rivest, Thomas R. Shultz |
| 2000 | ICML | Using Knowledge to Speed Learning: A Comparison of Knowledge-based Cascade-correlation and Multi-task Learning. | Thomas R. Shultz, Franois Rivest |
| 2000 | IJCNN | Knowledge-Based Cascade-Correlation. | Thomas R. Shultz, Franois Rivest |
| 1991 | ICML | Simulating Stages of Human Cognitive Development With Connectionist Models. | Thomas R. Shultz |
| 1990 | UAI | Propagating uncertainty in rule based cognitive modelling. | Thomas R. Shultz |