DynamicAlgorithmSelection/neuroevolution_config at master · wniec/DynamicAlgorithmSelection · GitHub

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[NEAT]
# Optimized for 128 cores
pop_size               = 128
fitness_criterion      = max
fitness_threshold      = 1.0
reset_on_extinction    = False
no_fitness_termination = False

[DefaultGenome]
num_inputs = 65
num_outputs = 3
num_hidden             = 10
feed_forward           = True
initial_connection     = partial_direct 0.4

# --- Activation Function ---
activation_default     = sigmoid
activation_mutate_rate = 0.05
# Combined your options with the docs defaults
activation_options     = sigmoid tanh

# --- Aggregation Function ---
aggregation_default     = sum
aggregation_mutate_rate = 0.0
aggregation_options     = sum

# --- Node Bias Options ---
bias_init_mean          = 0.0
bias_init_stdev         = 1.0

bias_init_type          = gaussian
bias_max_value          = 30.0
bias_min_value          = -30.0
bias_mutate_power       = 0.5
bias_mutate_rate        = 0.1
bias_replace_rate       = 0.1

# --- Genome Compatibility ---
compatibility_disjoint_coefficient = 1.0
compatibility_weight_coefficient   = 0.5

# --- Connection Rates ---
conn_add_prob           = 0.05
conn_delete_prob        = 0.05

# --- Connection Enable Options ---
enabled_default           = True
enabled_mutate_rate       = 0.01
# Added from docs:
enabled_rate_to_true_add  = 0.0
enabled_rate_to_false_add = 0.0

# --- Node Add/Remove Rates ---
node_add_prob           = 0.02
node_delete_prob        = 0.05

# --- Node Response Options ---
response_init_mean      = 1.0
response_init_stdev     = 0.0
# Added from docs:
response_init_type      = gaussian
response_max_value      = 30.0
response_min_value      = -30.0
response_mutate_power   = 0.0
response_mutate_rate    = 0.0
response_replace_rate   = 0.0

# --- Connection Weight Options ---
weight_init_mean        = 0.0
weight_init_stdev       = 1.0
# Added from docs:
weight_init_type        = gaussian
weight_max_value        = 30
weight_min_value        = -30
weight_mutate_power     = 0.5
weight_mutate_rate      = 0.1
weight_replace_rate     = 0.1

# --- Structural Mutation ---
single_structural_mutation = False
# Added from docs (Warning: if this crashes, remove this line)
structural_mutation_surer  = default

[DefaultSpeciesSet]
compatibility_threshold = 10000.0

[DefaultStagnation]
species_fitness_func = max
max_stagnation       = 15
species_elitism      = 2

[DefaultReproduction]
elitism            = 32
survival_threshold = 0.5
min_species_size   = 2