Amortized Synthesis of Constrained Configurations Using a Differentiable Surrogate
In design, fabrication, and control problems, we are often faced with the task of synthesis, in which we must generate an object or configuration that satisfies a set of constraints while maximizing one or more objective functions. The synthesis problem is typically characterized by a physical proce…