TGM-VLA: Task-Guided Mixup for Sampling-Efficient and Robust Robotic Manipulation

Fanqi Pu, Lei Jiang, Wenming Yang

The performance of robotic imitation learning is fundamentally limited by data quality and training strategies. Prevalent sampling strategies on RLBench suffer from severe keyframe…