Using Evox to deal with RL tasks! With distributed Gym environment!
Three simple tasks in Gym[classical] are tested.
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examples/evox_/acrobot.ini
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examples/evox_/acrobot.ini
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[basic]
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num_inputs = 6
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num_outputs = 3
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maximum_nodes = 50
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maximum_connections = 50
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maximum_species = 10
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forward_way = "single"
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random_seed = 42
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[population]
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pop_size = 100
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[gene-activation]
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activation_default = "sigmoid"
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activation_option_names = ['sigmoid', 'tanh', 'sin', 'gauss', 'relu', 'identity', 'inv', 'log', 'exp', 'abs', 'hat', 'square']
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activation_replace_rate = 0.1
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[gene-aggregation]
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aggregation_default = "sum"
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aggregation_option_names = ['sum', 'product', 'max', 'min', 'maxabs', 'median', 'mean']
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aggregation_replace_rate = 0.1
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