Derek Cathera Yang

ManiSkill: Generalizable Manipulation Skill Benchmark with Large-Scale Demonstrations

Object manipulation from 3D visual inputs poses many challenges on building generalizable perception and policy models. However, 3D assets in existing benchmarks mostly lack the diversity of 3D shapes that align with real-world intra-class complexity in topology and geometry. Here we propose SAPIEN…