Guang-Yao Shi

Causeway: Restoring Task Accessibility for Instruction Switching in VLA Policies

Vision-language-action (VLA) policies can execute many tasks from standard initial states, yet a new instruction may fail after another task has altered the robot's physical state. We study instruction switching, where a new task is issued during or after the execution of a different one. We observe that a target task...