Learn Where Outcomes Diverge: Efficient VLA RL via Probabilistic Chunk Masking

Vaidehi Bagaria, Nikshep Grampurohit, Pulkit Verma

Reinforcement learning (RL) allows vision-language-action (VLA) policies to generalize beyond their training distribution by optimizing directly for task success, but post-training…