Created
September 20, 2016 04:58
-
-
Save stefanopalmieri/069f64385a104a6fbe3d267cdd4470b8 to your computer and use it in GitHub Desktop.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| #--- parameters for the pole experiment ---# | |
| # The `Types` section specifies which classes should be used for various | |
| # tasks in the NEAT algorithm. If you use a non-default class here, you | |
| # must register it with your Config instance before loading the config file. | |
| [Types] | |
| stagnation_type = DefaultStagnation | |
| reproduction_type = DefaultReproduction | |
| [phenotype] | |
| input_nodes = 4 | |
| hidden_nodes = 5 | |
| output_nodes = 1 | |
| initial_connection = fs_neat | |
| max_weight = 10 | |
| min_weight = -10 | |
| feedforward = 1 | |
| activation_functions = sigmoid identity relu | |
| weight_stdev = 3 | |
| [genetic] | |
| pop_size = 50 | |
| max_fitness_threshold = 400 | |
| prob_add_conn = 0.58 | |
| prob_add_node = 0.055 | |
| prob_delete_conn = 0.0276 | |
| prob_delete_node = 0.002352 | |
| prob_mutate_bias = 0.00109 | |
| bias_mutation_power = 0.01 | |
| prob_mutate_response = 0.01 | |
| response_mutation_power = 0.01 | |
| prob_mutate_weight = 0.060 | |
| prob_replace_weight = 0.0245 | |
| weight_mutation_power = 0.025 | |
| prob_mutate_activation = 0.01 | |
| prob_toggle_link = 0.0138 | |
| reset_on_extinction = 1 | |
| [genotype compatibility] | |
| compatibility_threshold = 3 | |
| excess_coefficient = 1.0 | |
| disjoint_coefficient = 1.0 | |
| weight_coefficient = 0.4 | |
| [DefaultStagnation] | |
| species_fitness_func = mean | |
| max_stagnation = 5 | |
| [DefaultReproduction] | |
| elitism = 1 | |
| survival_threshold = 0.1 |
Author
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Config file for CartPole-v0 experiment.