2018-08-23 17:49:10 -07:00
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# Runs on a g3.16xl node with 3 m4.16xl workers
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# See https://github.com/ray-project/rl-experiments for results
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atari-impala:
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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: IMPALA
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config:
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2020-03-14 12:05:04 -07:00
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rollout_fragment_length: 50
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2018-08-23 17:49:10 -07:00
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train_batch_size: 500
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num_workers: 32
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num_envs_per_worker: 5
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2018-09-18 15:08:01 -07:00
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clip_rewards: True
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2018-08-23 17:49:10 -07:00
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lr_schedule: [
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[0, 0.0005],
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[20000000, 0.000000000001],
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]
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