Causal model

Causal Diagrams for Epidemiologic Research

Sander Greenland, Judea Pearl, James M. Robins

Citations: 3663 • 1999

Visual Causal Feature Learning

Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt

Citations: 48 • 2014

The Case for Evaluating Causal Models Using Interventional Measures and Empirical Data

Amanda Gentzel, Dan Garant, David Jensen

Citations: 19 • 2019

Events and Causal Mappings Modeled in Conceptual Spaces

Peter Gärdenfors

Citations: 17 • 2020

Simón C. Smith, Subramanian Ramamoorthy

Citations: 15 • 2020

Weakly supervised causal representation learning

Johann Brehmer, Pim de Haan, Phillip Lippe, Taco Cohen

Citations: 13 • 2022

Causal Perception in Virtual Reality and its Implications for Presence Factors

Marc Cavazza, Jean-Luc Lugrin, Marc J. Buehner

Citations: 12 • 2007

Computation and Causation

Richard Scheines

Citations: 10 • 2002

Sequences of mechanisms for causal reasoning in artificial intelligence

Denver Dash, Mark Voortman, Martijn de Jongh

Citations: 10 • 2013

Causal Discovery of Dynamic Models for Predicting Human Spatial Interactions

Luca Castri, Sariah Mghames, Marc Hanheide, Nicola Bellotto

Citations: 8 • 2022

Causal versus Marginal Shapley Values for Robotic Lever Manipulation Controlled using Deep Reinforcement Learning

Sindre Benjamin Remman, Inga Strümke, Anastasios M. Lekkas

Citations: 7 • 2022

Deep causal learning for robotic intelligence

Yangming Li

Citations: 7 • 2023

Kaspar Causally Explains

Hugo Araujo, Patrick Holthaus, Marina Sardà Gou, Gabriella Lakatos, Giulia Galizia, Luke Wood, Ben Robins, Mohammad Reza Mousavi, Farshid Amirabdollahian

Citations: 5 • 2022

Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning

Nan Rosemary Ke, Aniket Didolkar, Sarthak Mittal, Anirudh Goyal, Guillaume Lajoie, Stefan Bauer, Danilo Jimenez Rezende, Yoshua Bengio, Michael C. Mozer, Christopher Pal

Citations: 5 • 2021

Evaluating Temporal Observation-Based Causal Discovery Techniques Applied to Road Driver Behaviour

Rhys Howard, Lars Kunze

Citations: 5 • 2023

Reliable counterparts

Richard Somers, Andrew G. Clark, Neil Walkinshaw, Robert M. Hierons

Citations: 4 • 2022

A weighted causal theory for acquiring and utilizing open knowledge

Jianmin Ji, Xiaoping Chen

Citations: 4 • 2014

Reasoning Operational Decisions for Robots via Time Series Causal Inference

Yu Cao, Boyang Li, Qian Li, Adam A. Stokes, David Ingram, Aristides Kiprakis

Citations: 2 • 2021

Identifying Causal Structure in Dynamical Systems

Dominik Baumann, Friedrich Solowjow, Karl Henrik Johansson, Sebastian Trimpe

Citations: 2 • 2020

Causal Counterfactuals for Improving the Robustness of Reinforcement Learning

Tom He, Jasmina Gajcin, Ivana Dusparić

Citations: 2 • 2022