Appendix: Symbolic Distillation for Learned TCP Congestion Control

Y[n.total_condition] Slices DRL behavior dataset, one could then apply 8: IF Entropy(Y It is an indicator of the population of genetic programs' performances. The fitness metric driving our evolution is simply the MSE between the predicted action and the "expert" action (teacher model's action). These individuals are mutated before proceeding to following evolution rounds. We specifically follow 5 different evolution schemes, either one picked stochastically. They are: Crossover: Requires a parent and a donor from two different evolution tournamets.