Papers
1
Total Citations
11
H-Index
1
About
Yifan Weng is a roboticist whose work centers on human-in-the-loop mobile manipulation and goal-space planning. His most-cited paper, "Prophetic goal-space planning for human-in-the-loop mobile manipulation" (2015, 11 citations), introduces the Prophetic Goal-Space Planner (PGP)—a system that redefines how robots approach real-world tasks. By framing Cartesian goals as intuitive solution manifolds, PGP exploits the under-constrained nature of tasks like mobile manipulation, enabling robots to plan more flexibly and adapt to human input. This contribution bridges the gap between autonomous planning and human oversight, making robots more practical for dynamic environments. Weng’s research has been recognized for its potential to enhance collaborative robotics, particularly in scenarios requiring shared control. While his citation count is modest, the conceptual novelty of his work—especially the idea of "prophetic" planning that anticipates human actions—has influenced subsequent studies in human-robot interaction and manipulation. His achievements highlight a commitment to making robots not just autonomous, but truly collaborative partners in complex, real-world settings.
Research Focus
Key Achievements
Top Papers
- 1Prophetic goal-space planning for human-in-the-loop mobile manipulation11 citations · 2015