LoopVLA: cross-subtask event memory for looped task execution

Shoujing Zhu, Zhenyang Liu, Fungmiu Wang +6

Repetitive tasks are common in real-world manipulation, yet current vision-language-action (VLA) policies remain unreliable for repeated actions. We present LoopVLA, a cross-subtas…