ProAct-VLM: Pre-Failure Vision-Language Task Replanning with Continuous Perception Feedback

Ahmed Nader Ahmed, Omar Moured, Mughni Irfan Mohammed Abdul +2

Long-horizon robotic tasks are vulnerable to unexpected environmental changes that can render planned actions ineffective or unsafe. To address this, robots must detect such change…