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LLMs can now handle complex task offloading in mobile edge computing with near-optimal latency and zero-shot generalization to unseen network topologies, a feat previously unattainable by DRL or heuristics.
Open-source VLN agents can nearly double their navigation success by remembering where they've been, thanks to a new hierarchical memory system.
