Recurrent Reasoning with Vision-Language Models for Estimating Long-Horizon Embodied Task Progress

Yuelin Zhang, Sijie Cheng, Chen Li +4

Accurately estimating task progress is critical for embodied agents to plan and execute long-horizon, multi-step tasks. Despite promising advances, existing Vision-Language Models…