Provable imitation learning for control of instability in partially-observed Vlasov--Poisson equations

Xiaofan Xia, Qin Li, Wenlong Mou

We consider the stabilization of Vlasov--Poisson plasma dynamics, a central control problem in nuclear fusion. Our focus is the gap between what an ideal controller would use and w…