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Table 3 A comparison between Q-learning TCP and TCP Reno

From: How network monitoring and reinforcement learning can improve tcp fairness in wireless multi-hop networks

TCP variation Source Throughput (Kbits/s) 95% Confidence interval (Kbits/s)
TCP Reno node A 883 less than 100
TCP Reno node B 4003 less than 400
Q-learning TCP node A 1549 less than 400
Q-learning TCP node B 3877 less than 1000