ResearchNovember 07, 2026
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Swarm survives silent failures

A method based on ant pheromones keeps drone swarms in formation without a central controller.

#Drone Swarm#Swarm Intelligence#ACO#Robotics#arXiv
Schwarm überlebt stille Ausfälle
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🔥 What happened Md. Abu Horaira (arXiv) built a decentralized drone swarm that forms shapes without a central planner — even when half the drones silently die. ACO pheromone claims detect failures via evaporation; PSO flies the drones and tunes offline. 💡 Why it matters In the hardest regime, formation held in 95–99% of runs; after a silent loss of half the swarm, 96–100% at normal difficulty. The kicker: the benefit comes from pheromone dynamics and tuning — not ACO's stochastic construction or PSO's social terms. ⚡ Our take A paper that debunks its own hype: a CBBA-style baseline matched reliability and repaired faster. If you're betting on ACO/PSO magic, read the raw results first.
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