Hongshuo Wei

Papers

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About

Hongshuo Wei is a robotics researcher whose work centers on the motion planning and control of legged systems, with a particular focus on enabling dynamic, agile behaviors in quadrupedal robots. His most significant contribution is the development of an optimal motion planning framework for quadruped jumping, which allows robots to automatically generate versatile, energy-optimal jumping motions—including flips and spins—by formulating the problem as a 12-dimensional black-box optimization that respects the robot's kinematic and dynamic constraints. This work, published in 2022, has already garnered over 23 citations, reflecting its impact on the field of legged locomotion. Wei’s approach leverages centroidal dynamics to achieve unprecedented levels of autonomy and efficiency in generating complex aerial maneuvers, bridging the gap between theoretical optimization and practical robotic performance. His research is particularly valuable for advancing the capabilities of robots in search-and-rescue, exploration, and entertainment, where dynamic locomotion is essential. By tackling the challenge of generating energy-efficient, highly dynamic motions, Wei is helping to push the boundaries of what legged robots can achieve in unstructured environments.