2 papers
eess.SY2026
Safe Multi-Agent Navigation via Constrained HJB-Informed Learning
Fenglan Wang, Xinguo Shu, Lei He +1
Multi-agent navigation in unknown and cluttered environments has broad applications, yet remains fundamentally challenging. In particular, dense agent-agent and agent-obstacle reac…
cs.RO2025
SIGN: Safety-Aware Image-Goal Navigation for Autonomous Drones via Reinforcement Learning
Zichen Yan, Rui Huang, Lei He +2
Image-goal navigation (ImageNav) tasks a robot with autonomously exploring an unknown environment and reaching a location that visually matches a given target image. While prior wo…