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Differentiable Agent-based Epidemiology
v1v2 (latest)

Differentiable Agent-based Epidemiology

Adaptive Agents and Multi-Agent Systems (AAMAS), 2022
20 July 2022
Ayush Chopra
Alexander Rodríguez
J. Subramanian
Arnau Quera-Bofarull
Balaji Krishnamurthy
B. Prakash
Ramesh Raskar
    AI4CE
ArXiv (abs)PDFHTML

Papers citing "Differentiable Agent-based Epidemiology"

11 / 11 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
92
0
0
07 Nov 2025
Control of dynamical systems with neural networks
Control of dynamical systems with neural networks
Lucas Böttcher
OODAI4CE
94
0
0
06 Oct 2025
Designing Dynamic Pricing for Bike-sharing Systems via Differentiable Agent-based Simulation
Designing Dynamic Pricing for Bike-sharing Systems via Differentiable Agent-based Simulation
Tatsuya Mitomi
Fumiyasu Makinoshima
Fumiya Makihara
Eigo Segawa
165
0
0
31 Jul 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
277
17
0
14 Sep 2024
Bayesian calibration of stochastic agent based model via random forest
Bayesian calibration of stochastic agent based model via random forest
Connor Robertson
Cosmin Safta
Nicholson T. Collier
J. Ozik
Jaideep Ray
235
7
0
27 Jun 2024
Towards Learning Stochastic Population Models by Gradient Descent
Towards Learning Stochastic Population Models by Gradient DescentSIGSIM Principles of Advanced Discrete Simulation (PADS), 2024
J. N. Kreikemeyer
Philipp Andelfinger
A. Uhrmacher
195
1
0
10 Apr 2024
Dynamics-based Feature Augmentation of Graph Neural Networks for Variant
  Emergence Prediction
Dynamics-based Feature Augmentation of Graph Neural Networks for Variant Emergence Prediction
Majd Al Aawar
Srikar Mutnuri
Mansooreh Montazerin
Ajitesh Srivastava
187
0
0
07 Jan 2024
Some challenges of calibrating differentiable agent-based models
Some challenges of calibrating differentiable agent-based models
Arnau Quera-Bofarull
Joel Dyer
Anisoara Calinescu
Michael Wooldridge
AI4CE
282
7
0
03 Jul 2023
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
191
11
0
24 May 2023
Automatic Differentiation of Programs with Discrete Randomness
Automatic Differentiation of Programs with Discrete RandomnessNeural Information Processing Systems (NeurIPS), 2022
Gaurav Arya
Moritz Schauer
Frank Schafer
Chris Rackauckas
232
45
0
16 Oct 2022
A Game-Theoretic Approach for Hierarchical Epidemic Control
A Game-Theoretic Approach for Hierarchical Epidemic Control
Feiran Jia
Aditya Mate
Zun Li
S. Jabbari
Mithun Chakraborty
Milind Tambe
Michael P. Wellman
Yevgeniy Vorobeychik
146
1
0
21 Feb 2021
1