Alberto Padoan

Reservoir Computing's black box is cracked open, revealing that its dynamics approximate Koopman eigenfunctions of the training data's underlying system.

Skip the expensive modeling step: this data-driven approach to traffic light control directly optimizes traffic flow using real-world data, slashing travel times and emissions in a massive Zürich simulation.