This video file focuses on the concept of online learning for model-based controllers in legged locomotion where the dynamics are unknown. The approach explained in the video involves identifying and adapting to the unknown dynamics during the control process, leading to better control performance. The video provides a detailed explanation of the framework and its advantages.