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Qingzhou Lu

2 accepted papers

2026

BagelVLA: Enhancing Long-Horizon Manipulation via Interleaved Vision-Language-Action Generation

RSS 2026poster

Equipping embodied agents with the ability to reason about tasks, foresee physical outcomes, and generate precise actions is essential for general-purpose manipulation. While recent Vision-Language-Action (VLA) models have leveraged pre-trained foundation models, they typically focus on either lingu…

Cited by 0SourceScholar
2025

FACET: Force-Adaptive Control via Impedance Reference Tracking for Legged Robots

CoRL 2025oral

Reinforcement learning (RL) has made significant strides in legged robot control, enabling locomotion across diverse terrains and complex loco-manipulation capabilities. However, the commonly used position or velocity tracking-based objectives are agnostic to forces experienced by the robot, leading…

Cited by 0SourceScholar