Repositories list

• homepage

  Public
  Our lab homepage

  TeX

  •1•3•0•0•Updated Mar 2, 2026Mar 2, 2026

• environment_design_cogsci2026

  Public
  Public repository for code and analyses used in the 2026 CogSci Proceedings paper

  HTML

  •0•0•0•0•Updated Feb 17, 2026Feb 17, 2026

• multimodal_plinko

  Public
  The public repository for the multimodal Plinko project.

  Jupyter Notebook

  •

  MIT License

  •0•0•0•0•Updated Nov 11, 2025Nov 11, 2025

• causal_stories

  Public
  This repository contains the experiments, data, analyses, and figures for the paper "Constructing causal stories: How mental models shape memory, prediction, an…

  HTML

  •0•1•0•0•Updated Nov 7, 2025Nov 7, 2025

• counterfactual_development

  Public
  Materials for paper "Probing counterfactual thought without counterfactual language" by David Rose, Siying Zhang, Sophie Bridgers, Hyo Gweon & Tobias Gerstenber…

  HTML

  •0•0•0•0•Updated Oct 16, 2025Oct 16, 2025

• gym-cooking

  Public
  🏆 gym-cooking: Code for "Too many cooks: Bayesian inference for coordinating multi-agent collaboration", Winner of the CogSci 2020 Computational Modeling Prize …

  Python

  •

  MIT License

  •55•0•0•0•Updated Oct 14, 2025Oct 14, 2025

• causal_language

  Public
  This repository contains materials for the paper "A counterfactual simulation model of causal language" by Ari Beller and Tobias Gerstenberg.

  JavaScript

  •3•6•0•0•Updated Oct 4, 2025Oct 4, 2025

• action_abstraction_cogsci2024

  Public
  Public repository for code and analyses used in the 2024 CogSci Proceedings paper

  JavaScript

  •0•2•0•0•Updated Sep 25, 2025Sep 25, 2025

• causative-verbs

  Public
  JavaScript

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  MIT License

  •2•1•0•0•Updated Jun 9, 2025Jun 9, 2025

• recursive_deception

  Public
  Materials for the paper "Leave a trace: Recursive reasoning about deceptive behavior."

  Python

  •0•1•0•0•Updated May 31, 2025May 31, 2025

• counterfactual_learning_cogsci2025

  Public
  Materials for Learning to Plan from Observed and Counterfactual Experiences - CogSci 2025

  JavaScript

  •0•0•0•0•Updated May 20, 2025May 20, 2025

• inference_from_social_evaluation

  Public
  What inferences can people draw from social evaluations?

  HTML

  •0•0•0•0•Updated Jan 19, 2025Jan 19, 2025

• teleological_properties

  Public
  Materials for the paper "Teleological properties matter more in categorization," by David Rose, Siying Zhang, and Tobias Gerstenberg.

  HTML

  •0•0•0•0•Updated Sep 12, 2024Sep 12, 2024

• father-dont-forgive

  Public
  Materials for "Father, don't forgive them, for they could have known what they're doing" by Lara Kirfel, Xenia Bunk, Ro'i Zultan and Tobias Gerstenberg (CogSci …

  HTML

  •1•0•0•0•Updated Aug 23, 2024Aug 23, 2024

• whodunnit_multimodal_inference

  Public
  Materials for the paper "Whodunnit? Inferring what happened from multimodal evidence" by Sarah A. Wu*, Erik Brockbank*, et al. (CogSci 2024)

  Python

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  MIT License

  •1•4•0•0•Updated Jun 30, 2024Jun 30, 2024

• explanation_intervention

  Public
  This is the github repository for the CogSci 2024 proceedings paper "Do as I explain: Explanations communicate optimal interventions"

  HTML

  •1•1•0•0•Updated Jun 24, 2024Jun 24, 2024

• tracking_inference

  Public
  Public repo for the Plinko tracking project

  HTML

  •1•0•0•0•Updated May 23, 2024May 23, 2024

• responsibility_sequential

  Public
  Materials for the paper "Towards a computational model of responsibility judgments in sequential human-AI collaboration", accepted at CogSci 2024

  JavaScript

  •0•1•0•0•Updated May 15, 2024May 15, 2024

• moral-evals

  Public
  HTML

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  MIT License

  •1•2•0•0•Updated Apr 30, 2024Apr 30, 2024

• counterfactual_agents

  Public
  Materials for the paper "A computational model of responsibility judgments from counterfactual simulations and intention inferences" by Sarah A. Wu, Shruti Srid…

  Python

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  MIT License

  •2•3•0•0•Updated Apr 26, 2024Apr 26, 2024

• children_disagree

  Public
  This repository contains the study materials, data, analyses, and figures for the paper "Children use disagreement to infer what happened" by Jamie Amemiya, Gai…

  HTML

  •0•1•0•0•Updated Apr 9, 2024Apr 9, 2024

• responsibility_replacement

  Public
  Materials for the paper "If not me, then who? Responsibility and replacement" by Sarah A. Wu & Tobias Gerstenberg

  MIT License

  •2•2•0•0•Updated Feb 27, 2024Feb 27, 2024

• moca

  Public
  Language model evaluation for morality and causality

  Python

  •0•19•0•0•Updated Nov 14, 2023Nov 14, 2023

• knitr-tips

  Public
  Knitr style tips

  0•1•0•0•Updated Sep 9, 2023Sep 9, 2023

• procedural-evals-tom

  Public
  Jupyter Notebook

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  MIT License

  •6•37•0•0•Updated Jul 16, 2023Jul 16, 2023

• essentialism_in_llms

  Public
  Materials for the paper "You are what you're for: Essentialist categorization in large language models" by Siying Zhang, Jingyuan She, Tobias Gerstenberg and Da…

  Jupyter Notebook

  •0•2•0•0•Updated May 16, 2023May 16, 2023

• teleology_generics

  Public
  Materials for the paper "Teleology and generics," by David Rose, Siying Zhang, Qi Han and Tobias Gerstenberg.

  JavaScript

  •0•0•0•0•Updated May 11, 2023May 11, 2023

• show_and_tell

  Public
  Materials for the paper "Show and tell: learning causal structures from observations and explanations" by Andrew Nam, Christopher Hughes, Thomas Icard, and Tobi…

  TypeScript

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  MIT License

  •2•0•0•0•Updated May 10, 2023May 10, 2023

• abstract_causation

  Public
  Materials for the paper "Learning what matters: Causal abstraction in human inference" by Steven Shin and Tobias Gerstenberg.

  JavaScript

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  MIT License

  •1•0•0•0•Updated May 9, 2023May 9, 2023

• making_a_difference

  Public
  Materials of the paper "Making a difference: Criticality in groups".

  HTML

  •0•1•0•0•Updated Apr 26, 2023Apr 26, 2023