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06/22/2022
Near-optimal control of dynamical systems with neural ordinary differential equations
Optimal control problems naturally arise in many scientific applications...
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01/16/2022
Solving Inventory Management Problems with Inventory-dynamics-informed Neural Networks
A key challenge in inventory management is to identify policies that opt...
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11/10/2021
Multi-Objective Optimization for Value-Sensitive and Sustainable Basket Recommendations
Sustainable consumption aims to minimize the environmental and societal ...
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03/11/2021
Implicit energy regularization of neural ordinary-differential-equation control
Although optimal control problems of dynamical systems can be formulated...
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06/17/2020
NNC: Neural-Network Control of Dynamical Systems on Graphs
We study the ability of neural networks to steer or control trajectories...
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04/20/2020
How Value-Sensitive Design Can Empower Sustainable Consumption
In a so-called overpopulated world, sustainable consumption is of existe...
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10/09/2017