The author introduces the Stein Variational Belief Propagation (SVBP) algorithm for decentralized multi-robot coordination, demonstrating its effectiveness in perception and planning tasks. SVBP outperforms baselines by representing diverse trajectories and avoiding deadlock scenarios.
SVBP is a novel algorithm that enhances multi-robot coordination by representing diverse trajectories and improving performance.