Name: Multi-Task Learning Lab
Author: MySimulator

Setup

Task similarity: 0.7

Task A and Task B each have their own target function. Task similarity controls how much their underlying patterns actually overlap. A shared model reuses one internal representation for both tasks; a separate model learns each independently.

Final test error

Task A error—

Task B error—

Combined vs. separate—

Task A and Task B target functions (1D)