40 citations · 91 across the 18 of their papers we have counts for
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cs.LG2022
Model-free Learning of Regions of Attraction via Recurrent Sets
Yue Shen, Maxim Bichuch, Enrique Mallada
We consider the problem of learning an inner approximation of the region of attraction (ROA) of an asymptotically stable equilibrium point without an explicit model of the dynamics…
cs.LG2022★ 6 cited
Prospective Learning: Principled Extrapolation to the Future
Ashwin De Silva, Rahul Ramesh, Lyle Ungar +40
Learning is a process which can update decision rules, based on past experience, such that future performance improves. Traditionally, machine learning is often evaluated under the…