Neural Control: Adjoint Learning Through Equilibrium Constraints
arXiv:2605.03288v1 Announce Type: new
Abstract: Many physical AI tasks are governed by implicit equilibrium: an agent actuates a subset of degrees of freedom (boundary DoFs), while the remaining free DoFs settle by minimizing a total potential energy….