3 papers
cs.RO2026
Integrated cooperative localization of heterogeneous measurement swarm: A unified data-driven method
Kunrui Ze, Wei Wang, Guibin Sun +3
The cooperative localization (CL) problem in heterogeneous robotic systems with different measurement capabilities is investigated in this work. In practice, heterogeneous sensors…
cs.RO2025
Mean-Shift Theory and Its Applications in Swarm Robotics: A New Way to Enhance the Efficiency of Multi-Robot Collaboration
Guibin Sun, Jinhu Lü, Kexin Liu +2
Swarms evolving from collective behaviors among multiple individuals are commonly seen in nature, which enables biological systems to exhibit more efficient and robust collaboratio…
cs.RO2025
Bidirectional Task-Motion Planning Based on Hierarchical Reinforcement Learning for Strategic Confrontation
Qizhen Wu, Lei Chen, Kexin Liu +1
In swarm robotics, confrontation scenarios, including strategic confrontations, require efficient decision-making that integrates discrete commands and continuous actions. Traditio…