Mandy Pham

ViPER: Visibility-based Pursuit-Evasion via Reinforcement Learning

In visibility-based pursuit-evasion tasks, a team of mobile pursuer robots with limited sensing capabilities is tasked with detecting all evaders in a multiply-connected planar environment, whose map may or may not be known to pursuers beforehand. This requires tight coordination among multiple agen…