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On learning agent-based models from data
v1v2 (latest)

On learning agent-based models from data

Scientific Reports (Sci Rep), 2022
10 May 2022
Corrado Monti
Marco Pangallo
G. D. F. Morales
Francesco Bonchi
ArXiv (abs)PDFHTMLGithub

Papers citing "On learning agent-based models from data"

7 / 7 papers shown
A differentiable model of supply-chain shocks
A differentiable model of supply-chain shocks
Saad Hamid
José Moran
Luca Mungo
Arnau Quera-Bofarull
Sebastian Towers
144
0
0
07 Nov 2025
Bias and Identifiability in the Bounded Confidence Model
Bias and Identifiability in the Bounded Confidence Model
Claudio Borile
Jacopo Lenti
Valentina Ghidini
Corrado Monti
G. D. F. Morales
194
1
0
13 Jun 2025
On the limits of agency in agent-based models
On the limits of agency in agent-based modelsAdaptive Agents and Multi-Agent Systems (AAMAS), 2024
Ayush Chopra
Shashank Kumar
Nurullah Giray-Kuru
Ramesh Raskar
Arnau Quera-Bofarull
LLMAGAI4CE
328
20
0
14 Sep 2024
Simulating the economic impact of rationality through reinforcement
  learning and agent-based modelling
Simulating the economic impact of rationality through reinforcement learning and agent-based modellingInternational Conference on AI in Finance (ICAF), 2024
Simone Brusatin
Tommaso Padoan
Andrea Coletta
Domenico Delli Gatti
Aldo Glielmo
AI4CE
348
11
0
03 May 2024
Variational Inference of Parameters in Opinion Dynamics Models
Variational Inference of Parameters in Opinion Dynamics ModelsInternational Conference on Web and Social Media (ICWSM), 2024
Jacopo Lenti
Fabrizio Silvestri
G. D. F. Morales
254
8
0
08 Mar 2024
Bayesian calibration of differentiable agent-based models
Bayesian calibration of differentiable agent-based models
Arnau Quera-Bofarull
Ayush Chopra
Anisoara Calinescu
Michael Wooldridge
Joel Dyer
238
11
0
24 May 2023
Reinforcement Learning for Combining Search Methods in the Calibration
  of Economic ABMs
Reinforcement Learning for Combining Search Methods in the Calibration of Economic ABMsInternational Conference on AI in Finance (ICAF), 2023
Aldo Glielmo
Marco Favorito
Debmallya Chanda
Domenico Delli Gatti
342
14
0
23 Feb 2023
1
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