Preprint Open access
From Gameplay to Policy: Towards Scalable Robot Data Collection via Gamified Robot-Free Interaction
Learning generalizable robot manipulation policies requires large-scale and diverse interaction data, yet collecting real-world demonstrations remains costly and difficult to scale. Existing approaches to data collection are either dependent on specific robot hardware that limits crowdsourcing and transferability, or s …