Prioritized Rollouts for Efficient World Model-based Vision-Language-Action Policy Optimization

Yifei Sheng, Haoxiang Ren, Zhilong Zhang +8

Vision-Language-Action (VLA) models have emerged as a powerful paradigm for embodied intelligence, but fine-tuning them with reinforcement learning (RL) remains constrained by the…