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

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

5 / 5 papers shown

Title
Combining Causal Models for More Accurate Abstractions of Neural Networks Theodora-Mara Pîslar Sara Magliacane Atticus Geiger AI4CE 50 0 0 14 Mar 2025
Aligning Graphical and Functional Causal Abstractions Wilem Schooltink Fabio Massimo Zennaro 64 1 0 22 Dec 2024
Bayesian calibration of stochastic agent based model via random forest Connor Robertson C. Safta Nicholson T. Collier J. Ozik Jaideep Ray 41 5 0 27 Jun 2024
Causally Abstracted Multi-armed Bandits Fabio Massimo Zennaro Nicholas Bishop Joel Dyer Yorgos Felekis Anisoara Calinescu Michael Wooldridge Theodoros Damoulas 23 2 0 26 Apr 2024
Causal Optimal Transport of Abstractions Yorgos Felekis Fabio Massimo Zennaro Nicola Branchini Theodoros Damoulas CML OT 40 5 0 13 Dec 2023