rlu_atari

  • Description:

RL Unplugged is suite of benchmarks for offline reinforcement learning. The RL Unplugged is designed around the following considerations: to facilitate ease of use, we provide the datasets with a unified API which makes it easy for the practitioner to work with all data in the suite once a general pipeline has been established.

We are releasing a large and diverse dataset of gameplay following the protocol described by Agarwal et al., 2020, which can be used to evaluate several discrete offline RL algorithms. The dataset is generated by running an online DQN agent and recording transitions from its replay during training with sticky actions Machado et al., 2018. As stated in Agarwal et al., 2020, for each game we use data from five runs with 50 million transitions each. We release datasets for 46 Atari games. For details on how the dataset was generated, please refer to the paper.

Atari is a standard RL benchmark. We recommend you to try offline RL methods on Atari if you are interested in comparing your approach to other state of the art offline RL methods with discrete actions.

Besides the reward of each step, this dataset includes the clipped reward (obtained with [-1, 1] clipping) and the sum of the clipped reward per episode.

FeaturesDict({
    'clipped_episode_return': tf.float32,
    'episode_id': tf.int64,
    'episode_return': tf.float32,
    'steps': Dataset({
        'action': tf.int64,
        'clipped_reward': tf.float32,
        'discount': tf.float32,
        'is_first': tf.bool,
        'is_last': tf.bool,
        'is_terminal': tf.bool,
        'observation': Image(shape=(84, 84, 1), dtype=tf.uint8),
        'reward': tf.float32,
    }),
})
@misc{gulcehre2020rl,
    title={RL Unplugged: Benchmarks for Offline Reinforcement Learning},
    author={Caglar Gulcehre and Ziyu Wang and Alexander Novikov and Tom Le Paine
        and  Sergio Gómez Colmenarejo and Konrad Zolna and Rishabh Agarwal and
        Josh Merel and Daniel Mankowitz and Cosmin Paduraru and Gabriel
        Dulac-Arnold and Jerry Li and Mohammad Norouzi and Matt Hoffman and
        Ofir Nachum and George Tucker and Nicolas Heess and Nando deFreitas},
    year={2020},
    eprint={2006.13888},
    archivePrefix={arXiv},
    primaryClass={cs.LG}
}

rlu_atari/Alien_run_1 (default config)

  • Dataset size: 104.59 GiB

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rlu_atari/Alien_run_2

  • Dataset size: 104.49 GiB

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'train' 50,386

rlu_atari/Alien_run_3

  • Dataset size: 104.55 GiB

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'train' 53,222

rlu_atari/Alien_run_4

  • Dataset size: 104.73 GiB

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'train' 55,438

rlu_atari/Alien_run_5

  • Dataset size: 104.66 GiB

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'train' 54,871

rlu_atari/Amidar_run_1

  • Dataset size: 90.91 GiB

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'train' 23,177

rlu_atari/Amidar_run_2

  • Dataset size: 91.50 GiB

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'train' 22,730

rlu_atari/Amidar_run_3

  • Dataset size: 90.66 GiB

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'train' 28,059

rlu_atari/Amidar_run_4

  • Dataset size: 90.74 GiB

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rlu_atari/Amidar_run_5

  • Dataset size: 90.50 GiB

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rlu_atari/Assault_run_1

  • Dataset size: 29.99 GiB

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rlu_atari/Assault_run_2

  • Dataset size: 29.93 GiB

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'train' 46,141

rlu_atari/Assault_run_3

  • Dataset size: 29.96 GiB

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rlu_atari/Assault_run_4

  • Dataset size: 29.94 GiB

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'train' 45,551

rlu_atari/Assault_run_5

  • Dataset size: 29.92 GiB

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rlu_atari/Asterix_run_1

  • Dataset size: 43.29 GiB

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'train' 57,870

rlu_atari/Asterix_run_2

  • Dataset size: 43.37 GiB

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'train' 56,851

rlu_atari/Asterix_run_3

  • Dataset size: 43.15 GiB

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'train' 67,577

rlu_atari/Asterix_run_4

  • Dataset size: 43.32 GiB

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'train' 58,131

rlu_atari/Asterix_run_5

  • Dataset size: 43.33 GiB

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'train' 58,081

rlu_atari/Atlantis_run_1

  • Dataset size: 47.85 GiB

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'train' 9,948

rlu_atari/Atlantis_run_2

  • Dataset size: 47.66 GiB

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'train' 10,743

rlu_atari/Atlantis_run_3

  • Dataset size: 47.85 GiB

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'train' 9,063

rlu_atari/Atlantis_run_4

  • Dataset size: 47.83 GiB

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'train' 10,257

rlu_atari/Atlantis_run_5

  • Dataset size: 47.80 GiB

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'train' 9,693

rlu_atari/BankHeist_run_1

  • Dataset size: 88.96 GiB

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'train' 41,848

rlu_atari/BankHeist_run_2

  • Dataset size: 88.96 GiB

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rlu_atari/BankHeist_run_3

  • Dataset size: 88.89 GiB

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'train' 43,785

rlu_atari/BankHeist_run_4

  • Dataset size: 88.99 GiB

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'train' 42,268

rlu_atari/BankHeist_run_5

  • Dataset size: 88.98 GiB

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'train' 41,950

rlu_atari/BattleZone_run_1

  • Dataset size: 56.79 GiB

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'train' 23,883

rlu_atari/BattleZone_run_2

  • Dataset size: 56.82 GiB

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'train' 26,247

rlu_atari/BattleZone_run_3

  • Dataset size: 56.80 GiB

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rlu_atari/BattleZone_run_4

  • Dataset size: 56.67 GiB

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'train' 22,666

rlu_atari/BattleZone_run_5

  • Dataset size: 56.82 GiB

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'train' 25,461

rlu_atari/BeamRider_run_1

  • Dataset size: 45.59 GiB

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'train' 16,403

rlu_atari/BeamRider_run_2

  • Dataset size: 45.61 GiB

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rlu_atari/BeamRider_run_3

  • Dataset size: 45.59 GiB

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rlu_atari/BeamRider_run_4

  • Dataset size: 45.59 GiB

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'train' 16,316

rlu_atari/BeamRider_run_5

  • Dataset size: 45.61 GiB

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'train' 16,076

rlu_atari/Boxing_run_1

  • Dataset size: 70.27 GiB

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'train' 49,522

rlu_atari/Boxing_run_2

  • Dataset size: 70.08 GiB

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'train' 53,692

rlu_atari/Boxing_run_3

  • Dataset size: 70.19 GiB

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'train' 53,033

rlu_atari/Boxing_run_4

  • Dataset size: 70.09 GiB

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'train' 53,784

rlu_atari/Boxing_run_5

  • Dataset size: 70.22 GiB

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'train' 51,508

rlu_atari/Breakout_run_1

  • Dataset size: 40.56 GiB

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'train' 41,839

rlu_atari/Breakout_run_2

  • Dataset size: 40.50 GiB

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'train' 42,291

rlu_atari/Breakout_run_3

  • Dataset size: 40.53 GiB

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'train' 41,774

rlu_atari/Breakout_run_4

  • Dataset size: 40.57 GiB

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'train' 41,691

rlu_atari/Breakout_run_5

  • Dataset size: 40.59 GiB

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'train' 41,703

rlu_atari/Carnival_run_1

  • Dataset size: 33.31 GiB

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'train' 218,570

rlu_atari/Carnival_run_2

  • Dataset size: 33.43 GiB

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'train' 222,257

rlu_atari/Carnival_run_3

  • Dataset size: 33.31 GiB

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'train' 224,210

rlu_atari/Carnival_run_4

  • Dataset size: 33.34 GiB

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'train' 218,652

rlu_atari/Carnival_run_5

  • Dataset size: 34.21 GiB

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'train' 218,484

rlu_atari/Centipede_run_1

  • Dataset size: 35.37 GiB

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'train' 94,419

rlu_atari/Centipede_run_2

  • Dataset size: 35.04 GiB

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'train' 105,491

rlu_atari/Centipede_run_3

  • Dataset size: 35.00 GiB

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'train' 106,031

rlu_atari/Centipede_run_4

  • Dataset size: 35.45 GiB

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'train' 99,744

rlu_atari/Centipede_run_5

  • Dataset size: 35.44 GiB

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'train' 86,618

rlu_atari/ChopperCommand_run_1

  • Dataset size: 42.02 GiB

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'train' 69,296

rlu_atari/ChopperCommand_run_2

  • Dataset size: 42.17 GiB

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'train' 66,478

rlu_atari/ChopperCommand_run_3

  • Dataset size: 42.13 GiB

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'train' 68,104

rlu_atari/ChopperCommand_run_4

  • Dataset size: 42.18 GiB

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'train' 67,728

rlu_atari/ChopperCommand_run_5

  • Dataset size: 42.28 GiB

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'train' 67,481

rlu_atari/CrazyClimber_run_1

  • Dataset size: 75.88 GiB

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'train' 12,557

rlu_atari/CrazyClimber_run_2

  • Dataset size: 76.71 GiB

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'train' 12,844

rlu_atari/CrazyClimber_run_3

  • Dataset size: 75.62 GiB

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'train' 12,594

rlu_atari/CrazyClimber_run_4

  • Dataset size: 75.52 GiB

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'train' 12,421

rlu_atari/CrazyClimber_run_5

  • Dataset size: 75.89 GiB

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'train' 12,484

rlu_atari/DemonAttack_run_1

  • Dataset size: 26.33 GiB

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'train' 22,438

rlu_atari/DemonAttack_run_2

  • Dataset size: 26.50 GiB

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'train' 19,770

rlu_atari/DemonAttack_run_3

  • Dataset size: 26.48 GiB

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'train' 19,817

rlu_atari/DemonAttack_run_4

  • Dataset size: 26.25 GiB

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'train' 23,391

rlu_atari/DemonAttack_run_5

  • Dataset size: 26.07 GiB

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'train' 25,903

rlu_atari/DoubleDunk_run_1

  • Dataset size: 71.87 GiB

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'train' 14,393

rlu_atari/DoubleDunk_run_2

  • Dataset size: 71.79 GiB

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'train' 15,077

rlu_atari/DoubleDunk_run_3

  • Dataset size: 71.69 GiB

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'train' 14,357

rlu_atari/DoubleDunk_run_4

  • Dataset size: 71.80 GiB

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'train' 14,700

rlu_atari/DoubleDunk_run_5

  • Dataset size: 71.78 GiB

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'train' 14,718

rlu_atari/Enduro_run_1

  • Dataset size: 60.73 GiB

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'train' 5,640

rlu_atari/Enduro_run_2

  • Dataset size: 60.68 GiB

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'train' 5,643

rlu_atari/Enduro_run_3

  • Dataset size: 60.69 GiB

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'train' 5,770

rlu_atari/Enduro_run_4

  • Dataset size: 60.68 GiB

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'train' 5,602

rlu_atari/Enduro_run_5

  • Dataset size: 60.70 GiB

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'train' 5,778

rlu_atari/FishingDerby_run_1

  • Dataset size: 94.90 GiB

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'train' 28,369

rlu_atari/FishingDerby_run_2

  • Dataset size: 94.93 GiB

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'train' 27,982

rlu_atari/FishingDerby_run_3

  • Dataset size: 94.87 GiB

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'train' 28,547

rlu_atari/FishingDerby_run_4

  • Dataset size: 94.96 GiB

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'train' 27,811

rlu_atari/FishingDerby_run_5

  • Dataset size: 94.91 GiB

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'train' 27,827

rlu_atari/Freeway_run_1

  • Dataset size: 74.87 GiB

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'train' 24,443

rlu_atari/Freeway_run_2

  • Dataset size: 74.86 GiB

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'train' 24,436

rlu_atari/Freeway_run_3

  • Dataset size: 74.92 GiB

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'train' 24,447

rlu_atari/Freeway_run_4

  • Dataset size: 74.91 GiB

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'train' 24,445

rlu_atari/Freeway_run_5

  • Dataset size: 74.70 GiB

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'train' 24,446

rlu_atari/Frostbite_run_1

  • Dataset size: 59.26 GiB

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'train' 67,132

rlu_atari/Frostbite_run_2

  • Dataset size: 58.33 GiB

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'train' 69,206

rlu_atari/Frostbite_run_3

  • Dataset size: 58.54 GiB

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'train' 65,736

rlu_atari/Frostbite_run_4

  • Dataset size: 58.79 GiB

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'train' 66,187

rlu_atari/Frostbite_run_5

  • Dataset size: 58.74 GiB

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'train' 65,269

rlu_atari/Gopher_run_1

  • Dataset size: 38.00 GiB

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'train' 24,293

rlu_atari/Gopher_run_2

  • Dataset size: 38.02 GiB

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'train' 23,599

rlu_atari/Gopher_run_3

  • Dataset size: 38.00 GiB

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'train' 24,246

rlu_atari/Gopher_run_4

  • Dataset size: 38.03 GiB

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'train' 23,429

rlu_atari/Gopher_run_5

  • Dataset size: 38.04 GiB

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'train' 24,151

rlu_atari/Gravitar_run_1

  • Dataset size: 35.26 GiB

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'train' 75,411

rlu_atari/Gravitar_run_2

  • Dataset size: 34.87 GiB

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'train' 74,731

rlu_atari/Gravitar_run_3

  • Dataset size: 34.26 GiB

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'train' 74,279

rlu_atari/Gravitar_run_4

  • Dataset size: 34.29 GiB

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'train' 74,779

rlu_atari/Gravitar_run_5

  • Dataset size: 34.69 GiB

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'train' 74,060

rlu_atari/Hero_run_1

  • Dataset size: 62.49 GiB

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'train' 41,490

rlu_atari/Hero_run_2

  • Dataset size: 61.91 GiB

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'train' 36,706

rlu_atari/Hero_run_3

  • Dataset size: 62.20 GiB

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'train' 40,959

rlu_atari/Hero_run_4

  • Dataset size: 62.50 GiB

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'train' 40,779

rlu_atari/Hero_run_5

  • Dataset size: 62.76 GiB

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'train' 43,936

rlu_atari/IceHockey_run_1

  • Dataset size: 45.80 GiB

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'train' 15,623

rlu_atari/IceHockey_run_2

  • Dataset size: 45.84 GiB

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'train' 15,610

rlu_atari/IceHockey_run_3

  • Dataset size: 45.90 GiB

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'train' 15,132

rlu_atari/IceHockey_run_4

  • Dataset size: 45.89 GiB

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'train' 15,342

rlu_atari/IceHockey_run_5

  • Dataset size: 45.90 GiB

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'train' 15,287

rlu_atari/Jamesbond_run_1

  • Dataset size: 35.21 GiB

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'train' 34,806

rlu_atari/Jamesbond_run_2

  • Dataset size: 35.32 GiB

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'train' 37,747

rlu_atari/Jamesbond_run_3

  • Dataset size: 35.47 GiB

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'train' 33,913

rlu_atari/Jamesbond_run_4

  • Dataset size: 35.20 GiB

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'train' 35,276

rlu_atari/Jamesbond_run_5

  • Dataset size: 35.32 GiB

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'train' 33,601

rlu_atari/Kangaroo_run_1

  • Dataset size: 61.89 GiB

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'train' 25,765

rlu_atari/Kangaroo_run_2

  • Dataset size: 61.41 GiB

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'train' 26,442

rlu_atari/Kangaroo_run_3

  • Dataset size: 61.35 GiB

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'train' 28,701

rlu_atari/Kangaroo_run_4

  • Dataset size: 62.01 GiB

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'train' 24,508

rlu_atari/Kangaroo_run_5

  • Dataset size: 61.16 GiB

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'train' 25,585

rlu_atari/Krull_run_1

  • Dataset size: 97.47 GiB

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'train' 38,011

rlu_atari/Krull_run_2

  • Dataset size: 97.55 GiB

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'train' 38,035

rlu_atari/Krull_run_3

  • Dataset size: 97.43 GiB

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'train' 38,225

rlu_atari/Krull_run_4

  • Dataset size: 97.53 GiB

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'train' 37,988

rlu_atari/Krull_run_5

  • Dataset size: 97.52 GiB

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'train' 38,128

rlu_atari/KungFuMaster_run_1

  • Dataset size: 65.95 GiB

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'train' 19,474

rlu_atari/KungFuMaster_run_2

  • Dataset size: 65.82 GiB

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'train' 21,385

rlu_atari/KungFuMaster_run_3

  • Dataset size: 65.83 GiB

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'train' 20,606

rlu_atari/KungFuMaster_run_4

  • Dataset size: 66.05 GiB

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rlu_atari/KungFuMaster_run_5

  • Dataset size: 66.03 GiB

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rlu_atari/MsPacman_run_1

  • Dataset size: 111.39 GiB

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'train' 41,975

rlu_atari/MsPacman_run_2

  • Dataset size: 111.47 GiB

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'train' 42,282

rlu_atari/MsPacman_run_3

  • Dataset size: 111.54 GiB

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'train' 41,289

rlu_atari/MsPacman_run_4

  • Dataset size: 111.44 GiB

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'train' 41,983

rlu_atari/MsPacman_run_5

  • Dataset size: 111.21 GiB

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'train' 42,831

rlu_atari/NameThisGame_run_1

  • Dataset size: 61.33 GiB

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'train' 11,311

rlu_atari/NameThisGame_run_2

  • Dataset size: 61.39 GiB

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'train' 11,512

rlu_atari/NameThisGame_run_3

  • Dataset size: 61.20 GiB

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'train' 11,268

rlu_atari/NameThisGame_run_4

  • Dataset size: 61.52 GiB

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'train' 12,265

rlu_atari/NameThisGame_run_5

  • Dataset size: 61.68 GiB

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'train' 12,491

rlu_atari/Phoenix_run_1

  • Dataset size: 28.26 GiB

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'train' 30,267

rlu_atari/Phoenix_run_2

  • Dataset size: 28.35 GiB

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'train' 27,481

rlu_atari/Phoenix_run_3

  • Dataset size: 28.70 GiB

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'train' 27,429

rlu_atari/Phoenix_run_4

  • Dataset size: 28.38 GiB

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'train' 30,182

rlu_atari/Phoenix_run_5

  • Dataset size: 28.28 GiB

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'train' 31,192

rlu_atari/Pong_run_1

  • Dataset size: 24.31 GiB

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'train' 23,239

rlu_atari/Pong_run_2

  • Dataset size: 24.54 GiB

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'train' 16,862

rlu_atari/Pong_run_3

  • Dataset size: 24.50 GiB

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'train' 18,593

rlu_atari/Pong_run_4

  • Dataset size: 24.50 GiB

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'train' 17,112

rlu_atari/Pong_run_5

  • Dataset size: 24.28 GiB

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'train' 23,268

rlu_atari/Pooyan_run_1

  • Dataset size: 57.20 GiB

  • Splits:

Split Examples
'train' 29,471

rlu_atari/Pooyan_run_2

  • Dataset size: 57.13 GiB

  • Splits:

Split Examples
'train' 29,940

rlu_atari/Pooyan_run_3

  • Dataset size: 57.12 GiB

  • Splits:

Split Examples
'train' 30,167

rlu_atari/Pooyan_run_4

  • Dataset size: 57.18 GiB

  • Splits:

Split Examples
'train' 29,314

rlu_atari/Pooyan_run_5

  • Dataset size: 57.18 GiB

  • Splits:

Split Examples
'train' 29,811

rlu_atari/Qbert_run_1

  • Dataset size: 126.52 GiB

  • Splits:

Split Examples
'train' 47,635

rlu_atari/Qbert_run_2

  • Dataset size: 126.74 GiB

  • Splits:

Split Examples
'train' 46,382

rlu_atari/Qbert_run_3

  • Dataset size: 126.75 GiB

  • Splits:

Split Examples
'train' 46,775

rlu_atari/Qbert_run_4

  • Dataset size: 126.56 GiB

  • Splits:

Split Examples
'train' 47,412

rlu_atari/Qbert_run_5

  • Dataset size: 126.61 GiB

  • Splits:

Split Examples
'train' 46,099

rlu_atari/Riverraid_run_1

  • Dataset size: 65.38 GiB

  • Splits:

Split Examples
'train' 37,557

rlu_atari/Riverraid_run_2

  • Dataset size: 65.53 GiB

  • Splits:

Split Examples
'train' 38,018

rlu_atari/Riverraid_run_3

  • Dataset size: 65.51 GiB

  • Splits:

Split Examples
'train' 38,112

rlu_atari/Riverraid_run_4

  • Dataset size: 64.51 GiB

  • Splits:

Split Examples
'train' 64,993

rlu_atari/Riverraid_run_5

  • Dataset size: 65.37 GiB

  • Splits:

Split Examples
'train' 37,849

rlu_atari/RoadRunner_run_1

  • Dataset size: 51.02 GiB

  • Splits:

Split Examples
'train' 45,469

rlu_atari/RoadRunner_run_2

  • Dataset size: 51.03 GiB

  • Splits:

Split Examples
'train' 47,447

rlu_atari/RoadRunner_run_3

  • Dataset size: 51.00 GiB

  • Splits:

Split Examples
'train' 45,812

rlu_atari/RoadRunner_run_4

  • Dataset size: 51.05 GiB

  • Splits:

Split Examples
'train' 46,139

rlu_atari/RoadRunner_run_5

  • Dataset size: 51.02 GiB

  • Splits:

Split Examples
'train' 45,202

rlu_atari/Robotank_run_1

  • Dataset size: 50.34 GiB

  • Splits:

Split Examples
'train' 9,144

rlu_atari/Robotank_run_2

  • Dataset size: 50.42 GiB

  • Splits:

Split Examples
'train' 9,000

rlu_atari/Robotank_run_3

  • Dataset size: 50.53 GiB

  • Splits:

Split Examples
'train' 9,235

rlu_atari/Robotank_run_4

  • Dataset size: 50.55 GiB

  • Splits:

Split Examples
'train' 9,089

rlu_atari/Robotank_run_5

  • Dataset size: 50.27 GiB

  • Splits:

Split Examples
'train' 9,339

rlu_atari/Seaquest_run_1

  • Dataset size: 42.13 GiB

  • Splits:

Split Examples
'train' 33,872

rlu_atari/Seaquest_run_2

  • Dataset size: 42.84 GiB

  • Splits:

Split Examples
'train' 32,606

rlu_atari/Seaquest_run_3

  • Dataset size: 42.86 GiB

  • Splits:

Split Examples
'train' 35,662

rlu_atari/Seaquest_run_4

  • Dataset size: 42.79 GiB

  • Splits:

Split Examples
'train' 34,697

rlu_atari/Seaquest_run_5

  • Dataset size: 42.83 GiB

  • Splits:

Split Examples
'train' 32,783

rlu_atari/SpaceInvaders_run_1

  • Dataset size: 53.86 GiB

  • Splits:

Split Examples
'train' 30,348

rlu_atari/SpaceInvaders_run_2

  • Dataset size: 54.26 GiB

  • Splits:

Split Examples
'train' 32,554

rlu_atari/SpaceInvaders_run_3

  • Dataset size: 54.16 GiB

  • Splits:

Split Examples
'train' 30,473

rlu_atari/SpaceInvaders_run_4

  • Dataset size: 54.23 GiB

  • Splits:

Split Examples
'train' 32,610

rlu_atari/SpaceInvaders_run_5

  • Dataset size: 54.22 GiB

  • Splits:

Split Examples
'train' 32,355

rlu_atari/StarGunner_run_1

  • Dataset size: 25.84 GiB

  • Splits:

Split Examples
'train' 50,949

rlu_atari/StarGunner_run_2

  • Dataset size: 26.12 GiB

  • Splits:

Split Examples
'train' 41,634

rlu_atari/StarGunner_run_3

  • Dataset size: 26.03 GiB

  • Splits:

Split Examples
'train' 43,322

rlu_atari/StarGunner_run_4

  • Dataset size: 25.81 GiB

  • Splits:

Split Examples
'train' 50,409

rlu_atari/StarGunner_run_5

  • Dataset size: 25.94 GiB

  • Splits:

Split Examples
'train' 48,237

rlu_atari/TimePilot_run_1

  • Dataset size: 45.04 GiB

  • Splits:

Split Examples
'train' 47,894

rlu_atari/TimePilot_run_2

  • Dataset size: 44.91 GiB

  • Splits:

Split Examples
'train' 48,242

rlu_atari/TimePilot_run_3

  • Dataset size: 45.20 GiB

  • Splits:

Split Examples
'train' 46,209

rlu_atari/TimePilot_run_4

  • Dataset size: 45.24 GiB

  • Splits:

Split Examples
'train' 46,090

rlu_atari/TimePilot_run_5

  • Dataset size: 45.08 GiB

  • Splits:

Split Examples
'train' 47,656

rlu_atari/UpNDown_run_1

  • Dataset size: 104.96 GiB

  • Splits:

Split Examples
'train' 33,871

rlu_atari/UpNDown_run_2

  • Dataset size: 104.56 GiB

  • Splits:

Split Examples
'train' 33,486

rlu_atari/UpNDown_run_3

  • Dataset size: 104.62 GiB

  • Splits:

Split Examples
'train' 33,443

rlu_atari/UpNDown_run_4

  • Dataset size: 104.63 GiB

  • Splits:

Split Examples
'train' 33,036

rlu_atari/UpNDown_run_5

  • Dataset size: 104.81 GiB

  • Splits:

Split Examples
'train' 33,614

rlu_atari/VideoPinball_run_1

  • Dataset size: 96.53 GiB

  • Splits:

Split Examples
'train' 12,043

rlu_atari/VideoPinball_run_2

  • Dataset size: 96.39 GiB

  • Splits:

Split Examples
'train' 23,884

rlu_atari/VideoPinball_run_3

  • Dataset size: 96.10 GiB

  • Splits:

Split Examples
'train' 25,268

rlu_atari/VideoPinball_run_4

  • Dataset size: 96.57 GiB

  • Splits:

Split Examples
'train' 13,816

rlu_atari/VideoPinball_run_5

  • Dataset size: 96.62 GiB

  • Splits:

Split Examples
'train' 13,251

rlu_atari/WizardOfWor_run_1

  • Dataset size: 83.10 GiB

  • Splits:

Split Examples
'train' 37,915

rlu_atari/WizardOfWor_run_2

  • Dataset size: 82.86 GiB

  • Splits:

Split Examples
'train' 39,031

rlu_atari/WizardOfWor_run_3

  • Dataset size: 82.74 GiB

  • Splits:

Split Examples
'train' 47,541

rlu_atari/WizardOfWor_run_4

  • Dataset size: 82.55 GiB

  • Splits:

Split Examples
'train' 46,317

rlu_atari/WizardOfWor_run_5

  • Dataset size: 82.95 GiB

  • Splits:

Split Examples
'train' 44,936

rlu_atari/YarsRevenge_run_1

  • Dataset size: 68.16 GiB

  • Splits:

Split Examples
'train' 56,014

rlu_atari/YarsRevenge_run_2

  • Dataset size: 68.92 GiB

  • Splits:

Split Examples
'train' 56,260

rlu_atari/YarsRevenge_run_3

  • Dataset size: 69.27 GiB

  • Splits:

Split Examples
'train' 58,043

rlu_atari/YarsRevenge_run_4

  • Dataset size: 68.17 GiB

  • Splits:

Split Examples
'train' 56,327

rlu_atari/YarsRevenge_run_5

  • Dataset size: 69.86 GiB

  • Splits:

Split Examples
'train' 57,308

rlu_atari/Zaxxon_run_1

  • Dataset size: 47.61 GiB

  • Splits:

Split Examples
'train' 31,146

rlu_atari/Zaxxon_run_2

  • Dataset size: 47.94 GiB

  • Splits:

Split Examples
'train' 33,318

rlu_atari/Zaxxon_run_3

  • Dataset size: 47.49 GiB

  • Splits:

Split Examples
'train' 31,266

rlu_atari/Zaxxon_run_4

  • Dataset size: 48.02 GiB

  • Splits:

Split Examples
'train' 32,862

rlu_atari/Zaxxon_run_5

  • Dataset size: 46.56 GiB

  • Splits:

Split Examples
'train' 44,701