Interventionally consistent surrogates for complex simulation models
<p>Large-scale simulation models of complex socio-technical systems provide decision-makers with high-fidelity testbeds in which policy interventions can be evaluated and <em>what-if</em> scenarios explored. Unfortunately, the high computational cost of such models inhibits their w...
Main Authors: | Dyer, J, Bishop, N, Felekis, Y, Zennaro, FM, Calinescu, A, Damoulas, T, Wooldridge, M |
---|---|
Format: | Conference item |
Language: | English |
Published: |
Neural Information Processing Systems Foundation
2025
|
Similar Items
-
Causally abstracted multi-armed bandits
by: Zennaro, FM, et al.
Published: (2024) -
Population synthesis as scenario generation for simulation-based planning under uncertainty
by: Dyer, J, et al.
Published: (2024) -
Agent-based modeling for complex financial systems
by: Paulin, J, et al.
Published: (2018) -
BlackBIRDS: Black-Box Inference foR Differentiable Simulators
by: Quera-Bofarull, A, et al.
Published: (2023) -
Gradient-assisted calibration for financial agent-based models
by: Dyer, J, et al.
Published: (2023)