mirror of
https://github.com/vale981/ray
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24 lines
643 B
YAML
24 lines
643 B
YAML
# You can expect ~20 reward within 1.1m timesteps / 2.1 hours on a K80 GPU
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pong-deterministic-dqn:
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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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time_total_s: 7200
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config:
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# Works for both torch and tf.
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framework: tf
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num_gpus: 1
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gamma: 0.99
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lr: .0001
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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: 200000
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final_epsilon: .01
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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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