Robustness test with synthetic and natural fixpoints. Should now work as

intended. Noise gets added to weights instead of input.
2021-05-22 14:27:45 +02:00
parent bcfe5807a7
commit e9f6620b60
4 changed files with 202 additions and 22 deletions
--- a/main.py
+++ b/main.py
@@ -131,13 +131,13 @@ if __name__ == '__main__':

    """ ----------------------------------------- Robustness experiment ----------------------------------------- """
    # Define number of runs & name:
-    rob_runs = 3
+    rob_runs = 1
    rob_runs_name = "test-07"
-    rob_ST_steps = 500
+    rob_ST_steps = 1500
    rob_log_step_size = 10

    # Define number of networks & their architecture
-    rob_population_size = 6
+    rob_population_size = 1
    rob_net_hidden_size = 2

    rob_net_learning_rate = 0.04