Papers
2
Total Citations
23
H-Index
2
About
Dr. Panpan Li is a pioneering researcher at the intersection of intelligent robotics and advanced functional materials, whose work bridges soft robotics with autonomous navigation systems. Her most impactful contributions include the development of conductive interpenetrating network organohydrogels combining gellan gum and polypyrrole, which demonstrate remarkable weather-tolerance, piezoresistive sensing capabilities, and shape-memory functionality—a breakthrough for flexible electronics and soft robotic applications. This work has already garnered 14 citations since its 2024 publication. In parallel, Dr. Li has made significant advances in autonomous mobile robotics through her innovative mapless path planning approach, which enhances the Deep Deterministic Policy Gradient algorithm to overcome critical challenges in learning efficiency and navigation performance. Her improved DDPG framework demonstrates superior adaptability and robustness when navigating both static and dynamic obstacles in unknown environments, achieving 9 citations since 2024. Dr. Li’s dual expertise in materials science and intelligent control systems positions her uniquely to create next-generation soft robots that can sense, adapt, and navigate complex real-world environments—work that holds transformative potential for applications ranging from search-and-rescue operations to wearable assistive technologies.
Research Focus
Key Achievements
Top Papers
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