Yanan Guo
Papers
1
Total Citations
29
H-Index
1
About
Dr. Yanan Guo is a leading researcher in robotics and autonomous navigation, with a primary focus on developing intelligent path planning systems for mobile robots operating in complex, dynamic environments. Her most impactful work introduces a groundbreaking hierarchical control framework that seamlessly integrates global path planning with local dynamic obstacle avoidance, enabling robots to navigate safely and efficiently through unpredictable settings. This innovative approach, detailed in her highly cited 2024 paper (29 citations), addresses a critical challenge in robotics by combining the long-term efficiency of global guidance with the real-time adaptability of reinforcement learning. Dr. Guo’s contributions are pivotal for advancing autonomous systems in applications ranging from warehouse logistics to search-and-rescue operations, where collision-free navigation is paramount. Her work stands out for its practical, scalable solution to a persistent problem in mobile robotics, earning recognition for its potential to transform how robots interact with and move through the real world.
Research Focus
Key Achievements
Top Papers
- 1