Rethinking Causal Action Tokenization with Conditional Annealing in Flow Matching

Chenyu Zhang, Yuhang Cao, Daru Du +8

Autoregressive Vision-Language-Action (VLA) models offer a scalable path to robot learning, yet existing action tokenizers treat tokenization as a compression problem, producing re…