TwinRL: Digital Twin-Driven Reinforcement Learning for Real-World Robotic Manipulation

Qinwen Xu, Jiaming Liu, Rui Zhou +11

Despite strong generalization capabilities, Vision-Language-Action (VLA) models remain constrained by the high cost of expert demonstrations and limited real-world interaction. Whi…