Towards Practical World Model-based Reinforcement Learning for Vision-Language-Action Models

Zhilong Zhang, Haoxiang Ren, Yihao Sun +6

Vision-Language-Action (VLA) models show strong generalization for robotic control, but finetuning them with reinforcement learning (RL) is constrained by the high cost and safety…