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from easydict import EasyDict |
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lunarlander_pg_config = dict( |
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exp_name='lunarlander_pg_seed0', |
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env=dict( |
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env_id='LunarLander-v2', |
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collector_env_num=4, |
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evaluator_env_num=4, |
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n_evaluator_episode=4, |
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stop_value=200, |
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), |
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policy=dict( |
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cuda=True, |
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model=dict( |
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obs_shape=8, |
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action_shape=4, |
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), |
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learn=dict( |
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batch_size=320, |
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learning_rate=3e-4, |
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entropy_weight=0.001, |
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grad_norm=0.5, |
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), |
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collect=dict(n_episode=8, discount_factor=0.99), |
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eval=dict(evaluator=dict(eval_freq=1000, ), ), |
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), |
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) |
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lunarlander_pg_config = EasyDict(lunarlander_pg_config) |
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main_config = lunarlander_pg_config |
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lunarlander_pg_create_config = dict( |
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env=dict( |
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type='lunarlander', |
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import_names=['dizoo.box2d.lunarlander.envs.lunarlander_env'], |
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), |
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env_manager=dict(type='subprocess'), |
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policy=dict(type='pg'), |
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collector=dict(type='episode'), |
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) |
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lunarlander_pg_create_config = EasyDict(lunarlander_pg_create_config) |
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create_config = lunarlander_pg_create_config |
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if __name__ == "__main__": |
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from ding.entry import serial_pipeline_onpolicy |
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serial_pipeline_onpolicy((main_config, create_config), seed=0, max_env_step=int(1e7)) |
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