DRILL: Training World Models to Improve Policies, Not Predict Pixels

Zhaolu Kang, Tailong Luo, Lei Wei +9

World models are increasingly used to reduce environment interaction when post-training vision-language-action (VLA) policies with reinforcement learning. Yet they are typically tr…