A Physical Agentic Loop for Language-Guided Grasping with Execution-State Monitoring

Wenze Wang, Mehdi Hosseinzadeh, Feras Dayoub

Robotic manipulation systems that follow language instructions often execute grasp primitives in a largely single-shot manner: a model proposes an action, the robot executes it, an…