Zhaoxia Duan
Papers
1
Total Citations
4
H-Index
1
About
Dr. Zhaoxia Duan is a pioneering researcher in the field of robotics and artificial intelligence, with a primary focus on autonomous navigation and optimization algorithms. Her most notable contribution is the development of an advanced robot path planning system for rough terrain, which integrates Q-learning with a multi-objective particle swarm optimization (PSO) algorithm. This innovative approach, detailed in her 2025 paper, enables robots to dynamically adapt to challenging environments while balancing multiple objectives such as energy efficiency, safety, and travel time—a significant leap over traditional path planning methods. With 4 citations already in its early publication stage, this work signals strong interest from the robotics community and underscores its potential for real-world applications in search-and-rescue, planetary exploration, and autonomous off-road vehicles. Dr. Duan’s research bridges the gap between reinforcement learning and evolutionary computation, offering a scalable framework for intelligent decision-making under uncertainty. Her work is particularly impactful for students and researchers seeking to understand how hybrid AI techniques can solve complex, real-world robotic challenges.
Research Focus
Key Achievements
Top Papers
- 1