SimPy-based discrete-event WiFi simulator comparing classic packet schedulers (FIFO, Priority, WFQ) against four contextual multi-armed bandit schedulers (PlainUCB, LinUCB, DLinUCB, DKernelUCB) over a 4-dimensional context vector. LinUCB achieves 16.5% higher Jain's Fairness Index than FIFO under stationary traffic.
python flask reinforcement-learning networking wifi ucb multi-armed-bandits fairness scheduling-algorithms simpy contextual-bandits discrete-event-simulation linucb packet-scheduling jains-fairness-index
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Updated
May 8, 2026 - Python