2025
ALVO: Adaptive Learning with Velocity Obstacles for UGV Navigation in Dynamic Scenes
IROS 2025
Autonomous navigation of unmanned ground vehicles (UGVs) in dynamic scenes is a challenging task that requires them to avoid obstacles and move toward the goal simultaneously. This paper proposes ALVO, an adaptive learning policy that leverages velocity obstacles for UGV navigation. ALVO employs an