Session 1: Learning
July 3 Videos available for viewing
July 5 Q&A Session 10:00-11:00EDT
Sampling heuristics for active function learning(paper) | |
Learning reference biases from language input: a cognitive modelling approach(paper) | |
Measuring and modelling how people learn how to plan and how people adapt their planning strategies to the structure of the environment(paper) | |
Computationally rational reinforcement learning: modeling the influence of policy and representation complexity(paper) |
Session 2: Memory
July 3 Videos available for viewing
July 5 Q&A Session 11:00-12:00EDT
An ACT-R model of order effects(paper) | |
Is similarity-based interference caused by lossy compression or cue-based retrieval? A computational evaluation(paper) | |
Competence assessment by stimulus matching: an application of GOMS to assess chunks in memory(paper) | |
The algebra of cognitive states: Towards modelling the serial position curve(paper) |
Session 3: Space
July 4 Videos available for viewing
July 6 Q&A Session 10:00-11:00EDT
Predicting spatial belief reasoning: comparing cognitive and AI models(paper) | |
Modelling visual decision making using a variational autoencoder(paper) | |
Cognitive modelling of a mental rotation task using a generalized spatial framework(paper) | |
Modeling aperture passage affordances in ACT-R 3D(paper) |
Session 4: Interaction
July 4 Videos available for viewing
July 6 Q&A Session 11:00-12:00EDT
Using cognitive agents to design dynamic task allocation systems(paper) | |
Understanding human social communication: a computational model of gossip(paper) | |
Learning basic Python concepts via self-explanation: A preliminary python ACT-R model(paper) | |
Attitudinal polarization on social networks: A cognitive architecture perspective(paper) |
Session 5: Bodies
July 5 Videos available for viewing
July 7 Q&A Session 10:00-11:00EDT
Simulating human periodic tapping and implications for cognitive models(paper) | |
Curiosity as pattern matching: simulating the effects of intrinsic rewards on the levels of processing(paper) | |
Model-based explanation of feedback effects in syllogistic reasoning(paper) | |
Physio-cognitive modeling: explaining the effects of caffeine on fatigue(paper) |
Session 6: Individuals
July 5 Videos available for viewing
July 7 Q&A Session 11:00-12:00EDT
When do you buy? Predicting an individual’s decision in optimal stopping problems(paper) | |
How good can an individual's conclusion endorsement be predicted?(paper) | |
Towards precise measures of individual performance in complex tasks(paper) | |
Estimating individual differences in working memory through ACT-R modeling and resting state connectivity(paper) |
Poster Session
July 6-8 Videos available for viewing and discussion
Timing and structure of reward information influences bias in perceptual decisions as revealed by a hierarchical drift diffusion model(paper) | |
Exploring the decision component of the Activation-Decision-Construction-Action Theory for gain and loss facing scenarios(paper) | |
A cognitive computational model of collective search with social information(paper) | |
On disjunctions and the weak completion semantics(paper) | |
Utilizing ACT-R to investigate interactions between working memory and visuospatial attention while driving(paper) | |
Simulating proficiency and exposure effects on cross-language structural priming in simultaneous bilinguals(paper) | |
Criticality perception in dynamic traffic scenarios: an ACT-R model (paper) | |
How much context is helpful for noun and verb acquisition?(paper) | |
Individualizing a biomathematical fatigue model with attention data(paper) | |
A drift-diffusion model to explain vehicle deceleration detection of vulnerable road users(paper) | |
Lessons learned from modelling situated cognitive agents interacting with a dynamic environment(paper) | |
Towards benchmarking cognitive models: A Python library for modular environment specification and partial model generation in ACT-R(paper) | |
Parameter correlations in the predictive performance equation: Implications and solutions(paper) | |
Modeling phishing susceptibility as decisions from experience(paper) | |
Sequential effects in non-sequential tasks(paper) | |
Diverse experience leads to improved adaptation: An experiment with a cognitive model of learning(paper) | |
Structure learning as a mechanism for overharvesting (paper) | |
Derivation of metric scales from ordinal data with Guttman-Goode’s scaling(paper) | |
Collective intelligence as latent imagination(paper) | |
Prediction advantage as retrieval interference: an ACT-R model of processing possessive pronouns(paper) | |
A predictive processing implementation of the common model of cognition(paper) | |
Applications of information theory to perceptual independence and separability(paper) | |
People are insensitive to within-category feature correlations in categorization(paper) |
Session 7: Architectures
July 7 Videos available for viewing
July 9 Q&A Session 10:00-11:00EDT
The structured mind at rest: Evidence for the “Common Model of Cognition” in resting state fMRI(paper) | |
Toward undifferentiated cognitive models(paper) | |
Inferring a cognitive architecture from multi-task neuroimaging data: A data-driven test of the common model of cognition using granger causality(paper) | |
Individual differences in decision making strategies can be predicted by resting-state functional connectivity(paper) |
Session 8: Processes
July 7 Videos available for viewing
July 9 Q&A Session 11:00-12:00EDT
Capturing dynamic performance in a cognitive model: Estimating ACT-R memory parameters with the linear ballistic accumulator(paper) | |
A hidden semi-markov model classifier for strategy detection in multiplication problem solving(paper) | |
Covering strategy changes: From System 1 to System 2 in syllogistic reasoning(paper) | |
Validating and refining cognitive process models using probabilistic graphical models(paper) |