mirror of
https://github.com/vale981/ray
synced 2025-03-06 10:31:39 -05:00
34 lines
916 B
YAML
34 lines
916 B
YAML
# Runs on a single g3.16xl AWS machine
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apex:
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env:
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grid_search:
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- BreakoutNoFrameskip-v4
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- BeamRiderNoFrameskip-v4
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- QbertNoFrameskip-v4
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- SpaceInvadersNoFrameskip-v4
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run: APEX
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config:
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double_q: false
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dueling: false
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num_atoms: 1
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noisy: false
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n_step: 3
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lr: .0001
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adam_epsilon: .00015
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hiddens: [512]
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buffer_size: 1000000
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schedule_max_timesteps: 2000000
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exploration_final_eps: 0.01
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exploration_fraction: .1
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prioritized_replay_alpha: 0.5
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beta_annealing_fraction: 1.0
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final_prioritized_replay_beta: 1.0
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num_gpus: 1
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# APEX
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num_workers: 8
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num_envs_per_worker: 8
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sample_batch_size: 20
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train_batch_size: 512
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target_network_update_freq: 50000
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timesteps_per_iteration: 25000
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