DreamPlan: Efficient Reinforcement Fine-Tuning of Vision-Language Planners via Video World Models

Emily Yue-Ting Jia, Weiduo Yuan, Tianheng Shi +3

Robotic manipulation requires sophisticated commonsense reasoning, a capability naturally possessed by large-scale Vision-Language Models (VLMs). While VLMs show promise as zero-sh…