Aligning Multi-Trajectory Supervision with Policy Optimization for VLA Driving
A novel framework that aligns multi-trajectory supervision with policy optimization, and introduces two complementary mechanisms: feasibility-first advantage assignment and dynamic distillation to ensure that expanded trajectory supervision is effectively absorbed during policy optimization.
Tian Zhang, Zhuo Huang, Hong-Rui Ye et al.
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