Thomas R. Shultz

Affiliations:
  • McGill University, Department of Psychology, Montreal, QC, Canada


According to our database1, Thomas R. Shultz authored at least 58 papers between 1990 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2023
Towards Machines that Trust: AI Agents Learn to Trust in the Trust Game.
CoRR, 2023

2022
Cognitive Models as Simulators: The Case of Moral Decision-Making.
CoRR, 2022

2020
A Resource-Rational, Process-Level Account of the St. Petersburg Paradox.
Top. Cogn. Sci., 2020

Probability Without Counting and Dividing: A Fresh Computational Perspective.
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

A Resource-Rational Mechanistic Account of Human Coordination Strategies.
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

A Resource-Rational Process Model of Fairness in the Ultimatum Game.
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

The St. Petersburg Paradox: A Fresh Algorithmic Perspective.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Neural Network Modeling of Learning to Actively Learn.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

An Attractor Neural-network Simulation of Decision Making.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Toward a Formal Science of Heuristics.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Decoy Effect and Violation of Betweenness in Risky Decision Making: A Resource-Rational Mechanistic Account.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

A Resource-Rational Process-Level Account of the St. Petersburg Paradox.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

A Resource-Rational Mechanistic Approach to One-shot Non-cooperative Games: The Case of Prisoner's Dilemma.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Bringing Order to the Cognitive Fallacy Zoo.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

On Robustness: An Undervalued Dimension of Human Rationality.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Outgroup Homogeneity Bias Causes Ingroup Favoritism.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

The role of AMPA receptor exchange in systems memory reconsolidation: A computational model.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

How Does Current AI Stack Up Against Human Intelligence?
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Contextual Effects in Value-Based Decision Making: A Resource-Rational Mechanistic Account.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2018
Coupled feedback loops maintain synaptic long-term potentiation: A computational model of PKMzeta synthesis and AMPA receptor trafficking.
PLoS Comput. Biol., 2018

Example Generation Under Constraints Using Cascade Correlation Neural Nets.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Over-representation of Extreme Events in Decision-Making: A Rational Metacognitive Account.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

2017
Cascade Correlation.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Converting Cascade-Correlation Neural Nets into Probabilistic Generative Models.
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

2016
Neural implementation of probabilistic models of cognition.
Cogn. Syst. Res., 2016

2015
Probability Matching via Deterministic Neural Networks.
Proceedings of the NIPS Workshop on Cognitive Computation: Integrating Neural and Symbolic Approaches co-located with the 29th Annual Conference on Neural Information Processing Systems (NIPS 2015), 2015

Resolving Rogers' Paradox with Specialized Hybrid Learners.
Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

2014
A comprehensive model of development on the balance-scale task.
Cogn. Syst. Res., 2014

Evolving useful delusions: Subjectively rational selfishness leads to objectively irrational cooperation.
Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

2013
The Evolutionary Dominance of Ethnocentric Cooperation.
J. Artif. Soc. Soc. Simul., 2013

Managing Uncertainty in Rule Based Cognitive Models
CoRR, 2013

Neural-network Modelling of Bayesian Learning and Inference.
Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

A Computational Model of Systems Memory Reconsolidation.
Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

2012
Including cognitive biases and distance-based rewards in a connectionist model of complex problem solving.
Neural Networks, 2012

Knowing When to Abandon Unproductive Learning.
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

Solving nonogram puzzles by reinforcement learning.
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

2011
Understanding Psychological Development in Biological and Artificial Agents: Report on the International Conference on Development and Learning (ICDL 2010).
IEEE Trans. Auton. Ment. Dev., 2011

Explicit Bayesian Reasoning with Frequencies, Probabilities, and Surprisals.
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

Ethnocentrism Maintains Cooperation, but Keeping One's Children Close Fuels It.
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

A Fresh Look at Vocabulary Spurts.
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

2010
Cascade-Correlation.
Proceedings of the Encyclopedia of Machine Learning, 2010

Bootstrapping syntax from morpho-phonology.
Proceedings of the 2010 IEEE 9th International Conference on Development and Learning, 2010

Evolution of social learning strategies.
Proceedings of the 2010 IEEE 9th International Conference on Development and Learning, 2010

Toddlers' transitions on non-verbal false-belief tasks involving a novel location: A constructivist connectionist model.
Proceedings of the 2010 IEEE 9th International Conference on Development and Learning, 2010

2009
Connectionist Models of Reinforcement, Imitation, and Instruction in Learning to Solve Complex Problems.
IEEE Trans. Auton. Ment. Dev., 2009

2007
Could Knowledge-Based Neural Learning be Useful in Developmental Robotics? The Case of Kbcc.
Int. J. Humanoid Robotics, 2007

A systematic comparison of flat and standard cascade-correlation using a student-teacher network approximation task.
Connect. Sci., 2007

2006
Neural networks discover a near-identity relation to distinguish simple syntactic forms.
Minds Mach., 2006

2004
Compositionality in a Knowledge-Based Constructive Learner.
Proceedings of the Compositional Connectionism in Cognitive Science, 2004

2001
Knowledge-based cascade-correlation: using knowledge to speed learning.
Connect. Sci., 2001

2000
Knowledge-Based Cascade-Correlation.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Using Knowledge to Speed Learning: A Comparison of Knowledge-based Cascade-correlation and Multi-task Learning.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

1999
Development of Children's Seriation: A Connectionist Approach.
Connect. Sci., 1999

1994
Modeling Cognitive Development on Balance Scale Phenomena.
Mach. Learn., 1994

Analysis of Unstandardized Contributions in Cross Connected Networks.
Proceedings of the Advances in Neural Information Processing Systems 7, 1994

1993
Analyzing Cross-Connected Networks.
Proceedings of the Advances in Neural Information Processing Systems 6, 1993

1991
Simulating Stages of Human Cognitive Development With Connectionist Models.
Proceedings of the Eighth International Workshop (ML91), 1991

1990
Propagating uncertainty in rule based cognitive modelling.
Proceedings of the UAI '90: Proceedings of the Sixth Annual Conference on Uncertainty in Artificial Intelligence, 1990


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