An LLM agent using MCP tunes WS-PSO-CM hyperparameters and reports a minimum sum-rate of 22.28 bps/Hz, 54.33% and 72.61% above human heuristic and single random baselines.
Radio map assisted path planning for UAV anti-jamming communications,
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LLM Agent for Hyper-Parameter Optimization
An LLM agent using MCP tunes WS-PSO-CM hyperparameters and reports a minimum sum-rate of 22.28 bps/Hz, 54.33% and 72.61% above human heuristic and single random baselines.