The author argues that enhancing an agent's capabilities with procedural knowledge from training procedure plans can significantly improve the effectiveness of procedure planning in instructional videos.
Introducing the Retrieval-Augmented Planner (RAP) model for adaptive procedure planning in instructional videos, overcoming challenges of fixed-length predictions and enhancing performance.