Jun Guo

2 articles on SOTA Papers

XPolicyLab Cuts Robot Policy Integration From NM to N Plus M

A shared policy contract and isolated client/server runtime let 42 robot policies connect to simulations and real-robot evaluation without pairwise adapters.

Aug 18, 20264 min2608.09892

Xiaomi Scales Robot Policies With Real Trajectories

A two-stage VLA recipe combines 100K hours of UMI trajectories with cross-embodiment post-training, reaching 57.4% on RoboCasa365.

Jul 28, 20265 min2607.15330