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Neuromorphic Decision Dynamics: Deadlock-free Safe Navigation in Congested Environments

arXiv cs.RO

The authors propose Neuromorphic Decision Dynamics (NDD), a decentralized, event-driven controller for safe navigation in congested environments, with guarantees on safety, liveness, robustness, and scalability. NDD requires no communication, preassigned priorities, or models of neighbors' objectives; by coupling internal decision and attention states to physical states and the relative motion observed locally, it enables agents to self-organize into local conflict groups and form a passage order.

Part of the event: Neuromorphic decision dynamics enable deadlock-free navigation

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