Publications


    Causality

      Intuitive theories as grammars for causal inference (pdf) (bibtex)


      J. B. Tenenbaum, T. L. Griffiths, S. Niyogi:
      Causal learning: Psychology, philosophy, and computation.
      #causality

      Theory-based causal induction (pdf) (bibtex)


      T. L. Griffiths, J. B. Tenenbaum:
      Psychological Review
      #causality

      Structure learning in human causal induction (pdf) (bibtex)


      J. B. Tenenbaum, T. L. Griffiths:
      Advances in Neural Information Processing Systems 13
      #causality, #structure

      Ping Pong in Church: Productive use of concepts in human probabilistic inference (pdf) (bibtex)


      T. Gerstenberg, N.D. Goodman:
      Proceedings of the 34th Annual Conference of the Cognitive Science Society
      #inference, #reasoning, #causality, #language of thought, #probabilistic programming

      Noisy Newtons: Unifying process and dependency accounts of causal attribution (pdf) (bibtex)


      T. Gerstenberg, N.D. Goodman, D.A. Lagnado, J.B. Tenenbaum:
      Proceedings of the 34th Annual Conference of the Cognitive Science Society
      #causality, #counterfactuals, #attribution, #intuitive physics

      Finding fault: Causality and counterfactuals in group attributions (pdf) (bibtex)


      R. Zultan, T. Gerstenberg, D.A. Lagnado:
      Cognition
      #responsibility attribution, #counterfactuals, #causality, #groups

      Back on track: Backtracking in counterfactual reasoning (pdf) (bibtex)


      T. Gerstenberg, C. Bechlivanidis, D.A. Lagnado:
      Proceedings of the 35th Annual Conference of the Cognitive Science Society
      #counterfactuals, #causality, #inference, #backtracking

      Learning a theory of causality (pdf) (bibtex)


      N. D. Goodman, T. D. Ullman, and J. B. Tenenbaum:
      Proceedings of the Thirty-First Annual Conference of the Cognitive Science Society
      #causality, #theory learning, #causal networks

      Learning a theory of causality (pdf) (bibtex)


      N. D. Goodman, T. D. Ullman, and J. B. Tenenbaum:
      Psychological review
      #causality, #theory learning, #causal networks

      Causal supersession (pdf) (bibtex)


      J. F. Kominsky, J. Phillips, J. Knobe, T. Gerstenberg, D. A. Lagnado:
      Proceedings of the 36th Annual Conference of the Cognitive Science Society
      #counterfactuals, #causality, #morality

      The order of things: Inferring causal structure from temporal patterns (pdf) (bibtex)


      N. R. Bramley, T. Gerstenberg, D. A. Lagnado:
      Proceedings of the 36th Annual Conference of the Cognitive Science Society
      #causality, #inference, #learning, #bayesian modeling

      Wins above replacement: Responsibility attributions as counterfactual replacements (pdf) (bibtex)


      T. Gerstenberg, T. D. Ullman, M. Kleiman-Weiner, D. A. Lagnado, J. B. Tenenbaum:
      Proceedings of the 36th Annual Conference of the Cognitive Science Society
      #responsibility, #attribution, #counterfactuals, #causality, #bayesian modeling, #theory of mind

      From counterfactual simulation to causal judgment (pdf) (bibtex)


      T. Gerstenberg, N. D. Goodman, D. A. Lagnado, J. B. Tenenbaum:
      Proceedings of the 36th Annual Conference of the Cognitive Science Society
      #causality, #counterfactuals, #simulation, #intuitive physics, #attribution

      Natural science: Active learning in dynamic physical microworlds (pdf) (bibtex)


      Neil Bramley, Tobias Gerstenberg, Joshua B. Tenenbaum:
      Proceedings of the 38th Annual Conference of the Cognitive Science Society
      #causality, #learning, #intuitive physics

      Understanding ``almost'': Empirical and computational studies of near misses (pdf) (bibtex)


      Tobias Gerstenberg, Joshua B. Tenenbaum:
      Proceedings of the 38th Annual Conference of the Cognitive Science Society
      #counterfactuals, #causality, #intuitive physics, #language, #almost

      Implicit measurement of motivated causal attribution (pdf) (bibtex)


      Laura Niemi, Joshua Hartshorne, Tobias Gerstenberg, Liane Young:
      Proceedings of the 38th Annual Conference of the Cognitive Science Society
      #morality, #causality, #language

      Causal conceptions in social explanation and moral evaluation: A historical tour (pdf) (bibtex)


      Mark Alicke, David Mandel, Denis Hilton, Tobias Gerstenberg, David Lagnado:
      Perspectives on Psychological Science
      #causality, #attribution, #counterfactuals, #theory of mind

      Go fishing! Responsibility judgments when cooperation breaks down (pdf) (bibtex)


      Kelsey Allen, Julian Jara-Ettinger, Tobias Gerstenberg, Max Kleiman-Weiner, Joshua Tenenbaum:
      Proceedings of the 37th Annual Conference of the Cognitive Science Society
      #responsibility, #cooperation, #counterfactuals, #causality, #social cognition

      How, whether, why: Causal judgments as counterfactual contrasts (pdf) (bibtex)


      Tobias Gerstenberg, Noah Goodman, David Lagnado, Joshua Tenenbaum:
      Proceedings of the 37th Annual Conference of the Cognitive Science Society
      #causality, #counterfactuals, #intuitive physics

      Responsibility judgments in voting scenarios (pdf) (bibtex)


      Tobias Gerstenberg, Joseph Halpern, Joshua Tenenbaum:
      Proceedings of the 37th Annual Conference of the Cognitive Science Society
      #responsibility, #causality, #counterfactuals

      Concepts in a probabilistic language of thought (pdf) (bibtex)


      Noah Goodman, Joshua Tenenbaum, Tobias Gerstenberg:
      The Conceptual Mind: New Directions in the Study of Concepts
      #concepts, #representation, #learning, #causality, #intuitive physics, #intuitive psychology

      A difference-making framework for intuitive judgments of responsibility (pdf) (bibtex)


      David Lagnado, Tobias Gerstenberg:
      Oxford Studies in Agency and Responsibility
      #responsibility, #causality, #counterfactuals

      Faulty towers: A hypothetical simulation model of physical support (pdf) (bibtex)


      Tobias Gerstenberg, Liang Zhou, Kevin A. Smith, Joshua B. Tenenbaum:
      Proceedings of the 39th Annual Conference of the Cognitive Science Society
      #causality, #counterfactual, #hypothetical, #mental simulation, #intuitive physics, #physical support

      Marbles in Inaction: Counterfactual Simulation and Causation by Omission (pdf) (bibtex)


      Simon Stephan, Pascale Willemsen, Tobias Gerstenberg:
      Proceedings of the 39th Annual Conference of the Cognitive Science Society
      #causality, #counterfactuals, #causation by omission, #causal attribution, #mental simulation, #intuitive physics

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