Ludwig Winkler

There has been a tremendous interest in doing autoresearch with LLM agents.

Fokker-Planck Equation The Fokker-Planck equation describes the time evolution of the probability density function $p(\mathbf{x}, t)$ of a stochastic process: $$ \begin{align*} \frac{\partial p(x, t)}{\partial t} = -\nabla \cdot \left[ \mu(x, t) p(x, t) \…

Why we need it Suppose you want to estimate $\mathbb{E}_p[f(X)]$ for some target distribution $p$.

Recently there has been quite some interest in the idea of Feynman-Kac Steering.