control of normalized plasma pressure: https://papers.nips.cc/paper/2019/hash/7876acb66640bad41f1e1...
plasma profile transport modeling: https://iopscience.iop.org/article/10.1088/1741-4326/abe08d/...
hybrid dynamical modeling of gross plasma quantities: https://arxiv.org/abs/2006.12682
uncertainty quantification for plasma dynamics: https://arxiv.org/abs/2011.09588
It's still early days for this work and for us but we're looking at pushing reinforcement learning in methods and engineering to solve this problem
Have you considered antagonistic training? One AI tries to destabilize the proces, the other trains not against a simulation, but against the destabilizing input and a succes-metric?