2 papers
cs.LG2025
Efficient Approximation of Volterra Series for High-Dimensional Systems
Navin Khoshnan, Claudia K Petritsch, Bryce-Allen Bagley
The identification of high-dimensional nonlinear dynamical systems via the Volterra series has significant potential, but has been severely hindered by the curse of dimensionality.…
q-bio.PE2025
Reinforcement Learning for Control of Evolutionary and Ecological Processes
Bryce Allen Bagley, Navin Khoshnan, Claudia K Petritsch
As Evolutionary Dynamics moves from the realm of theory into application, algorithms are needed to move beyond simple models. Yet few such methods exist in the literature. Ecologic…