Neil Bramley

Christopher G. Lucas

Proceedings of the AAAI 2024 Spring Symposium Series, 2024

2023

Designing Optimal Behavioral Experiments Using Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2023

How do instructions, examples, and testing shape task representations?

[BibT_eX]

[DOI]

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Causal inference shapes counterfactual plausibility.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Extending counterfactual reasoning models to unconstrained social explanations.

[BibT_eX]

[DOI]

Stephanie Droop

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

People seek easily interpretable information.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Swipe and hold: composing interventions in continuous time causal learning.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

2022

The Paradox of Time in Dynamic Causal Systems.

[BibT_eX]

[DOI]

Bob Rehder

Zachary J. Davis

Entropy, 2022

Powering up causal generalization: A model of human conceptual bootstrapping with adaptor grammars.

[BibT_eX]

[DOI]

Chris Lucas

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Generating and evaluating hypothesis testing strategies.

[BibT_eX]

[DOI]

Aba Szollosi

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Categorizing perceived causal events.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Intuitions and Perceptual Constraints on Causal Learning from Dynamics.

[BibT_eX]

[DOI]

Tianwei Gong

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Inferring epistemic intention in simulated physical microworlds.

[BibT_eX]

[DOI]

Stephanie Droop

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

2021

Building Object-based Causal Programs for Human-like Generalization.

[BibT_eX]

[DOI]

Christopher G. Lucas

CoRR, 2021

Bayesian Optimal Experimental Design for Simulator Models of Cognition.

[BibT_eX]

[DOI]

CoRR, 2021

Symbolic and Sub-Symbolic Systems in People and Machines.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

Bayesian Experimental Design for Intractable Models of Cognition.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

Know your network: Sensitivity to structure in social learning.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

2020

Order Effects in One-shot Causal Generalization.

[BibT_eX]

[DOI]

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Learning Hidden Causal Structure from Temporal Data.

[BibT_eX]

[DOI]

Simon Valentin

Christopher Lucas

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Contrasting RNN-based and simulation-based models of human physical parameter inference.

[BibT_eX]

[DOI]

Héctor Otero Mediero

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

A Generalization Test of Conjunction Errors in Physical Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

What you didn't see: Prevention and generation in continuous time causal induction.

[BibT_eX]

[DOI]

Tianwei Gong

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Belief revision in a micro-social network: Modeling sensitivity to statistical dependencies in social learning.

[BibT_eX]

[DOI]

Jan-Philipp Fränken

Nikolas Theodoropoulos

Adam Moore

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Dynamic Control Under Changing Goals.

[BibT_eX]

[DOI]

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

2019

Limits on the Use of Simulation in Physical Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Active physical inference via reinforcement learning.

[BibT_eX]

[DOI]

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

The critical moment is coming: Modeling the dynamics of suspense.

[BibT_eX]

[DOI]

Zhiwei Li

Todd M. Gureckis

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2018

Children's Causal Interventions Combine Discrimination and Confirmation.

[BibT_eX]

[DOI]

Yuan Meng

Fei Xu

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Modeling dynamics of suspense and surprise.

[BibT_eX]

[DOI]

Zhiwei Li

Todd M. Gureckis

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

A Causal Model Approach to Dynamic Control.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Causal Structure Learning with Continuous Variables in Continuous Time.

[BibT_eX]

[DOI]

Zachary Davis

Bob Rehder

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Learning as program induction.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Grounding Compositional Hypothesis Generation in Specific Instances.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

2017

Strategic exploration in human adaptive control.

[BibT_eX]

[DOI]

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Beliefs about sparsity affect causal experimentation.

[BibT_eX]

[DOI]

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Causal learning from interventions and dynamics in continuous time.

[BibT_eX]

[DOI]

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

2016

Formalizing Neurath's Ship: Approximate Algorithms for Online Causal Learning.

[BibT_eX]

[DOI]

CoRR, 2016

Natural science: Active learning in dynamic physical microworlds.

[BibT_eX]

[DOI]

Tobias Gerstenberg

Joshua B. Tenenbaum

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

2015

Staying afloat on Neurath's boat - Heuristics for sequential causal learning.

[BibT_eX]

[DOI]

Peter Dayan

David A. Lagnado

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

2014

The order of things: Inferring causal structure from temporal patterns.

[BibT_eX]

[DOI]

Tobias Gerstenberg

David A. Lagnado

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

2013

Mechanisms of Active Causal Learning.

[BibT_eX]

[DOI]