94 citations · 168 across the 4 of their papers we have counts for
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cs.LG2022★ 19 cited
Near-optimal control of dynamical systems with neural ordinary differential equations
Lucas Böttcher, Thomas Asikis
Optimal control problems naturally arise in many scientific applications where one wishes to steer a dynamical system from a certain initial state to a desired targe…
cs.LG2022★ 16 cited
Control of Dual-Sourcing Inventory Systems using Recurrent Neural Networks
Lucas Böttcher, Thomas Asikis, Ioannis Fragkos
A key challenge in inventory management is to identify policies that optimally replenish inventory from multiple suppliers. To solve such optimization problems, inventory managers…