Create dqn.yml
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dqn.yml
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SpaceInvadersNoFrameskip-v4:
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env_wrapper:
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- stable_baselines3.common.atari_wrappers.AtariWrapper
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frame_stack: 4
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policy: 'CnnPolicy'
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n_timesteps: !!float 1e4
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buffer_size: 100000
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learning_rate: !!float 1e-4
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batch_size: 32
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learning_starts: 100000
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target_update_interval: 1000
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train_freq: 4
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gradient_steps: 1
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exploration_fraction: 0.1
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exploration_final_eps: 0.01
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# If True, you need to deactivate handle_timeout_termination
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# in the replay_buffer_kwargs
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optimize_memory_usage: False
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