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