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https://github.com/vale981/ray
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29 lines
774 B
YAML
29 lines
774 B
YAML
pong-deterministic-rainbow:
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env: PongDeterministic-v4
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run: DQN
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stop:
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episode_reward_mean: 20
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config:
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num_atoms: 51
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noisy: True
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gamma: 0.99
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lr: .0001
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hiddens: [512]
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learning_starts: 10000
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buffer_size: 50000
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rollout_fragment_length: 4
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train_batch_size: 32
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exploration_config:
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epsilon_timesteps: 2
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final_epsilon: 0.0
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target_network_update_freq: 500
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prioritized_replay: True
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prioritized_replay_alpha: 0.5
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final_prioritized_replay_beta: 1.0
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prioritized_replay_beta_annealing_timesteps: 400000
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n_step: 3
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gpu: True
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model:
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grayscale: True
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zero_mean: False
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dim: 42
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