Reproduce “ArticFlow: Generative Simulation of Articulated Mechanisms” on OpenResearch
Turn your favorite coding agents into research agents that review literature, develop hypotheses, and run experiments.
Universal app for Apple silicon and Intel. Requires macOS 11 or later.
About this paper
Jiong Lin, Jinchen Ruan, Hod Lipson
ArticFlow generates articulated point-cloud bodies while controlling their poses through joint actions. It uses one flow to sample a shape code and another to produce points conditioned on that code and requested joint angles. On held-out quadruped action configurations, EMD falls from 79.5037 to 7.9411 (values scaled by 10^3). Evaluations do not establish performance on unseen morphologies.
Summary by alphaXiv.
Tip: change arxiv.org to autoarxiv.org in any arXiv abstract link to open the paper here.