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.
Alan Debbas, Edwin Meriaux, Gregory Dudek
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