Alan Debbas

CollisionGAT: Controller-Agnostic One-Step Collision Screening for Multi-Agent Motion

A graph-attention network that reads the current and proposed states of moving agents together with locally relevant stationary obstacles and returns one collision-risk score per moving agent, which any controller can use to accept, repair, replan, or postpone a proposed step.