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from easydict import EasyDict |
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import ding.envs.gym_env |
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cfg = dict( |
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exp_name='SpaceInvadersNoFrameskip-v4-DQN', |
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seed=0, |
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env=dict( |
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env_id='SpaceInvadersNoFrameskip-v4', |
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collector_env_num=8, |
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evaluator_env_num=8, |
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n_evaluator_episode=8, |
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fram_stack=4, |
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stop_value=2000, |
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env_wrapper='atari_default', |
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), |
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policy=dict( |
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cuda=True, |
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priority=False, |
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discount_factor=0.99, |
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nstep=3, |
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learn=dict( |
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update_per_collect=10, |
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batch_size=32, |
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learning_rate=0.0001, |
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target_update_freq=500, |
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hook=dict(save_ckpt_after_iter=1000000, ) |
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), |
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model=dict( |
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obs_shape=[4, 84, 84], |
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action_shape=6, |
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encoder_hidden_size_list=[128, 128, 512], |
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), |
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collect=dict(n_sample=100, ), |
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other=dict( |
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eps=dict( |
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type='exp', |
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start=1., |
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end=0.05, |
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decay=1000000, |
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), replay_buffer=dict(replay_buffer_size=400000, ) |
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), |
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), |
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wandb_logger=dict( |
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gradient_logger=True, video_logger=True, plot_logger=True, action_logger=True, return_logger=False |
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), |
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) |
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cfg = EasyDict(cfg) |
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env = ding.envs.gym_env.env |
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