Data-conforming data-driven control: avoiding premature generalizations beyond data

Mohammad Ramadan, Evan Toler, Mihai Anitescu

Data-driven and adaptive control approaches face the problem of introducing sudden distributional shifts beyond the distribution of data encountered during learning. Therefore, the…