Interventionally Consistent Surrogates for Agent-based Simulators

Interventionally Consistent Surrogates for Agent-based Simulators

18 December 2023

Nicholas Bishop

Fabio Massimo Zennaro

Anisoara Calinescu

Theodoros Damoulas

Michael Wooldridge

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Papers citing "Interventionally Consistent Surrogates for Agent-based Simulators"

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Title
Aligning Graphical and Functional Causal Abstractions Wilem Schooltink Fabio Massimo Zennaro 145 2 0 22 Dec 2024
Compositional Abstraction Error and a Category of Causal Models E. F. Rischel S. Weichwald 73 27 0 29 Mar 2021
Universal Differential Equations for Scientific Machine Learning Christopher Rackauckas Yingbo Ma Julius Martensen Collin Warner K. Zubov R. Supekar Dominic J. Skinner Ali Ramadhan Alan Edelman AI4CE 91 597 0 13 Jan 2020
DeepMDP: Learning Continuous Latent Space Models for Representation Learning Carles Gelada Saurabh Kumar Jacob Buckman Ofir Nachum Marc G. Bellemare BDL 83 288 0 06 Jun 2019
Abstracting Causal Models Sander Beckers Joseph Y. Halpern 88 107 0 10 Dec 2018
Causal Consistency of Structural Equation Models Paul Kishan Rubenstein S. Weichwald Stephan Bongers Joris M. Mooij Dominik Janzing Moritz Grosse-Wentrup Bernhard Schölkopf CML 83 129 0 04 Jul 2017