GraphTrafficGPT replaces TrafficGPT's sequential task chain with a graph-based agent scheduler, reporting 50.2% lower token use, 19.0% lower latency, and parallel multi-query handling.
Language conditioned traffic generation,
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GraphTrafficGPT: Enhancing Traffic Management Through Graph-Based AI Agent Coordination
GraphTrafficGPT replaces TrafficGPT's sequential task chain with a graph-based agent scheduler, reporting 50.2% lower token use, 19.0% lower latency, and parallel multi-query handling.