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cs.LG2026
Numerical Integration on Bounded Domains via Learned Reflected Diffusions
Kirill Korolev, Artur Goldman, Timofei Gritsaev +2
We study high-dimensional integration on bounded convex domains. Given a non-negative integrand , the goal is to estimate on .…
cs.LG2026
A Schrödinger Eigenfunction Method for Long-Horizon Stochastic Optimal Control
Louis Claeys, Artur Goldman, Zebang Shen +1
High-dimensional stochastic optimal control (SOC) becomes harder with longer planning horizons: existing methods scale linearly in the horizon , with performance often deteriora…