A Real-to-Sim-to-Real Approach to Robotic Manipulation with VLM-Generated Iterative Keypoint Rewards

This work demonstrates how VLMs can be used to automatically generate reward signals for robot learning, enabling efficient skill acquisition through simulation-to-reality transfer.