Papers
3
Total Citations
30
H-Index
2
About
Vincent Le Doze is a robotics researcher whose work focuses on the critical challenge of autonomous multi-robot exploration and coverage in complex, three-dimensional environments. His primary contributions lie in developing novel, decentralized algorithms that enable fleets of aerial vehicles to efficiently map unknown terrains. Le Doze’s most influential work, "A Common Optimization Framework for Multi-Robot Exploration and Coverage in 3D Environments" (2020), has garnered 16 citations, establishing a foundational approach for coordinating robot teams. His 2019 paper, "Combining Stochastic Optimization and Frontiers for Aerial Multi-Robot Exploration of 3D Terrains" (12 citations), introduces an innovative method that alternates between gradient-free stochastic optimization and frontier-based exploration. This allows each robot to independently generate optimal trajectories while maintaining cooperative coverage, effectively addressing the computational and communication challenges of real-world deployment. Earlier, Le Doze contributed to the theory of nonholonomic systems with "Computing Capture Tubes" (2016), tackling the differential constraints faced by wheeled robots, boats, and planes. Through this body of work, Le Doze has advanced the practical capabilities of autonomous aerial swarms, offering scalable solutions for search-and-rescue, environmental monitoring, and industrial inspection.
Research Focus
Key Achievements
Top Papers
- 1
- 2
- 3Computing Capture Tubes2 citations · 2016