StructRL: Online Structured Reinforcement Learning for Long-Horizon Vision-Language-Action Tasks

Ziyi Yin, Sangmin Woo, Kang Zhou +4

Vision-language-action (VLA) models perform well on shorter-horizon manipulation tasks but still struggle with long-horizon tasks that require multiple dependent manipulations from…