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HOME/PEOPLE/ZHENGYI LUO
// PERSON

Zhengyi Luo

ROLE RESEARCH SCIENTISTAT CARNEGIE MELLON UNIVERSITYMENTIONS 3LAST SEEN JUNE 8, 2026
// BIO

Lead author on SONIC, prior humanoid motion scaling work using MLP controller trained on 100M frames.

// RECENT MENTIONS
// SIGNALS
3 SIGNALS
01
mention·arXiv Physical AI·JUNE 8, 2026

We instantiate m_t on top of SONIC [4], a universal whole-body controller that fuses different motion targets through a single shared latent.

Source
02
mention·arXiv Physical AI·JUNE 3, 2026

SONIC referenced as 'a pretrained whole-body controller' that enables task-general tracking across the entire GRAIL pipeline.

Source
03
mention·arXiv Physical AI·JUNE 2, 2026

SONIC [23] scales to 100M frames with an MLP controller, yet MLP capacity saturates as data grows.

Source

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