BAI-MCTS and an LLM-initialized variant solve the WiFi 7 channel allocation problem as a multi-armed bandit, converging faster than prior bandit-MCTS baselines.
Wi-Fi multi-link operation: An experimental study of latency and throughput,
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Intelligent Channel Allocation for IEEE 802.11be Multi-Link Operation: When MAB Meets LLM
BAI-MCTS and an LLM-initialized variant solve the WiFi 7 channel allocation problem as a multi-armed bandit, converging faster than prior bandit-MCTS baselines.