Jianpeng Yao

Wuhan National Laboratory for Optoelectronics

Papers

Total Citations

196

H-Index

About

Dr. Jianpeng Yao is a pioneering researcher at the forefront of magnetic soft robotics, where his work bridges materials science, intelligent control, and bioinspired design. His most influential contribution, "Reconfigurable magnetic soft robots with multimodal locomotion" (2021, 159 citations), introduced a groundbreaking paradigm for creating soft robots capable of dynamically altering their shape and gait—enabling them to crawl, roll, swim, and jump in response to magnetic fields. This foundational work has become a key reference in the field, demonstrating unprecedented versatility for applications in minimally invasive medicine and environmental exploration. Building on this, Yao’s more recent study, "Adaptive Actuation of Magnetic Soft Robots Using Deep Reinforcement Learning" (2023, 37 citations), represents a major leap forward by replacing heuristic control with an intelligent, learning-based framework. This approach allows magnetic soft robots to autonomously discover optimal actuation strategies, dramatically improving their adaptability in complex, unstructured environments. By integrating deep reinforcement learning with soft robotic actuation, Yao is shaping the future of autonomous, untethered systems. His work not only advances fundamental understanding of soft matter actuation but also lays the groundwork for next-generation medical devices and search-and-rescue robots.