Differentiable Physics: Teaching Simulators to Think (and Feel Derivatives)

Oct 21, 2025 · 9 min read · Let’s say you’re trying to teach a robot to pour coffee. You run a simulation — and instead of pouring into the mug, it confidently dumps hot virtual espresso onto the table. Not ideal. With a normal simulator, you’d shrug, tweak some parameters, hit...