activity
20242026
most citedPTPI-DL-ROMs: pre-trained physics-informed deep learning-based reduced order models for nonlinear parametrized PDEs

1 citations · 1 across the 5 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.LG2025

HypeRL: Hypernetwork-Based Reinforcement Learning for Control of Parametrized Dynamical Systems

Nicolò Botteghi, Stefania Fresca, Mengwu Guo +1

In this work, we devise a new, general-purpose reinforcement learning strategy for the optimal control of parametric dynamical systems. Such problems frequently arise in applied sc…