# GVF-TAPE Algorithm from LimX Dynamics and Partners Accepted to CoRL 2025, Enabling Robots to Learn Manipulation from Video

- Source: LimX Dynamics
- Published: 2025-09-18T16:00:00.000Z
- RoboHot: https://robohot.news/en/items/a1y4pgtqj76d9lpuxlzfbdbpo
- Original: https://www.limxdynamics.com/zh/news/BK000026

## Summary

The paper "Generative Visual Foresight Meets Task-Agnostic Pose Estimation in Robotic Table-top Manipulation," a collaboration between SUSTech CLEAR Lab, LimX Dynamics, and the University of Hong Kong, has been accepted to CoRL 2025.

## Why it matters

This research presents a concrete technical approach and experimental figures for learning manipulation from human video, helping readers understand the feasibility of training robot manipulation with video data.