Exercises

1. Try to increase the compatibility_disjoint_coefficient parameter in the maze_config.ini file and run the experiment with new settings. What impact does this modification have on the number of species produced during the evolution? Is the neuroevolution process able to find a successful maze solver?
2. Increase the population size by 200% (the pop_size parameter). Was the neuroevolution process able to find a solution in this case, and if so, how many generations did it take?
3. Change the seed value of the random number generator (see line 118 of the maze_experiment.py file). Does the neuroevolution process succeed with this new value?