OpenAI Gymの解答リンクを一括取得するツールを作ってみました

[OpenAI Gym](https://gym.openai.com/)と呼ばれる強化学習で解ける問題を集めて情報を共有しあうサービスがあります．

他ユーザーのコードを読めたりフォーラムで議論できたりと素晴らしいサービスなのですが

- 人によって問題への取り組み方が異なったり，
- 解答が存在しない問題があったり，

と，ランキングが意味をなさない状況となっています．

個人的には他ユーザーが強化学習をどう活用しているのか知りたかっただけなので，すべての問題に対する解答コードのリンクとスコアを一括取得するツールを作ってみました．

https://github.com/namakemono/openai-gym-benchmark

2017/8/5時点でのスコア一覧は

https://github.com/namakemono/openai-gym-benchmark/blob/master/scoreboard/openai_gym_scoreboard-2017-08-05.csv

にあります．何かに役立ちそうでしたら幸いです．

## 使い方


下記コマンドでOpenAI Gymに登録されている全てのスコアと解答URL一覧をcsv形式で保存できます．

```python
git clone https://github.com/namakemono/openai-gym-benchmark.git 
cd openai-gym-benchmark/tools
python get_scoreboard.py --fpath "/tmp/score.csv"
```

## 2017-08-01時点でのスコア一覧

| 問題 | ユーザー名 | スコア | 提出時刻 |
| ---- | ---------- | ------ | -------- |
| CartPole-v0 | PiotrKaszuba | [0.0](https://gym.openai.com/evaluations/eval_iIejGxEQKaTMBb8OeBS4Q) | 2017-08-04 |
| CartPole-v0 | ja3067 | [0.0](https://gym.openai.com/evaluations/eval_0WASvhlvSuCN8iZkVzUvg) | 2017-07-28 |
| CartPole-v0 | jeff-collins | [8.0](https://gym.openai.com/evaluations/eval_iyQVt3aT9yqyIgw2RBFug) | 2017-07-30 |
| CartPole-v0 | lightaime | [21.0](https://gym.openai.com/evaluations/eval_H3YICgS4a4X86xplDh5A) | 2017-08-02 |
| CartPole-v0 | Baichenjia | [69.0](https://gym.openai.com/evaluations/eval_HIz0KjtWSvW06yKKPiaF5A) | 2017-08-02 |
| CarRacing-v0 | rahulsengupta | [0.0](https://gym.openai.com/evaluations/eval_55ksvxr8RXmS2rMlNah8Q) | 2017-03-05 |
| Centipede-v0 | dgriff777 | [4452.95 ± 176.55](https://gym.openai.com/evaluations/eval_lsGMhz0OQ0GjKy9wuTGnA) | 2017-06-08 |
| Centipede-v0 | ppwwyyxx | [2908.89 ± 136.82](https://gym.openai.com/evaluations/eval_mc1Kp5e6R42rFdjeMLzkIg) | 2016-08-25 |
| Centipede-v0 | gdb | [2565.31 ± 210.99](https://gym.openai.com/evaluations/eval_k0tbRKO2TWalCMvTx61gxw) | 2016-04-24 |
| Centipede-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_rgRuW66QMeuUKWsIbq3Q) | 2016-05-01 |
| YarsRevenge-v0 | steveKapturowski | [43431.29 ± 1132.00](https://gym.openai.com/evaluations/eval_8R6C5PogSDG3mBpmNeHUw) | 2017-06-21 |
| YarsRevenge-v0 | steveKapturowski | [39116.19 ± 1251.00](https://gym.openai.com/evaluations/eval_33VZIoFqQtWf6N7R1zE8IQ) | 2017-06-21 |
| YarsRevenge-v0 | steveKapturowski | [27876.08 ± 1043.24](https://gym.openai.com/evaluations/eval_dVHUtFEORxCtiYoCRYa6bA) | 2017-06-20 |
| YarsRevenge-v0 | gdb | [3386.69 ± 85.77](https://gym.openai.com/evaluations/eval_LtIMlAFPSDCRl2OL9oej8Q) | 2016-04-24 |
| Asteroids-ram-v0 | nabergh | [1927.70 ± 78.80](https://gym.openai.com/evaluations/eval_eQ6Zte9EQO6XJSBPSkhY8A) | 2017-04-14 |
| ReversedAddition-v0 | blole | [170.0](https://gym.openai.com/evaluations/eval_mRAis96GT9ij9XPsGEHf1Q) | 2016-05-17 |
| ReversedAddition-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_NxuOrAsQpmOOYUsQbi7Cw) | 2016-05-01 |
| ReversedAddition-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_EzQL8vYjQzWftAIlRsxWaQ) | 2016-05-01 |
| ReversedAddition-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_D1ZmlDpiTEqMrVK9DbXfxQ) | 2016-05-01 |
| ReversedAddition-v0 | wojzaremba | [nan](https://gym.openai.com/evaluations/eval_Vj3iKiXERsiQGTLvCOVKfw) | 2016-04-26 |
| ReversedAddition-v0 | gdb | [nan](https://gym.openai.com/evaluations/eval_XHHTcbvyQbGf6qbNOhaulg) | 2016-04-24 |
| Qbert-v0 | ppwwyyxx | [25372.25 ± 276.12](https://gym.openai.com/evaluations/eval_S8XdrbByQ1eWLUD5jtQYIQ) | 2017-07-28 |
| Qbert-v0 | steveKapturowski | [14531.50 ± 213.90](https://gym.openai.com/evaluations/eval_esTQggLHRg6vz3YA2e06fw) | 2017-06-19 |
| Qbert-v0 | steveKapturowski | [9426.00 ± 320.08](https://gym.openai.com/evaluations/eval_bLJWy17TGWSPDMp3ImiQ) | 2017-06-19 |
| Qbert-v0 | ppwwyyxx | [7512.75 ± 651.15](https://gym.openai.com/evaluations/eval_wekCJkrWQm9NrOUzltXg) | 2016-08-17 |
| Qbert-v0 | PuZZleDucK | [474.25 ± 21.17](https://gym.openai.com/evaluations/eval_137s4ui9TvyaZzjoTWc9A) | 2016-05-27 |
| Qbert-v0 | 1nadequacy | [351.00 ± 21.11](https://gym.openai.com/evaluations/eval_uqQwhx4RSGOa5WYoqPkiA) | 2017-04-06 |
| Qbert-v0 | PuZZleDucK | [187.25 ± 17.71](https://gym.openai.com/evaluations/eval_0hWCro7CTrCudDfItwfMNw) | 2016-05-21 |
| Qbert-v0 | gdb | [178.25 ± 16.25](https://gym.openai.com/evaluations/eval_h7xZ66AxT6WBIIVbEJB6fQ) | 2016-04-24 |
| Pitfall-v0 | gdb | [-172.47 ± 32.71](https://gym.openai.com/evaluations/eval_3IIu9LpmTGiqQQyjZb0mbQ) | 2016-04-24 |
| BipedalWalkerHardcore-v2 | DollarAkshay | [nan](https://gym.openai.com/evaluations/eval_6XyixODLSKeGAQ3gAEOX9g) | 2016-12-26 |
| BipedalWalkerHardcore-v2 | ryogrid | [nan](https://gym.openai.com/evaluations/eval_qaM0iTJSST2DDd5Br0HE6A) | 2016-12-12 |
| Go9x9-v0 | gdb | [-1.00 ± 0.00](https://gym.openai.com/evaluations/eval_4hNanao8SIGtvddOSYwU9w) | 2016-04-24 |
| MountainCarContinuous-v0 | Ashioto | [0.0](https://gym.openai.com/evaluations/eval_gUhDnmlbTKG1qW0jS6HSg) | 2017-04-18 |
| MountainCarContinuous-v0 | JunhongXu | [0.0](https://gym.openai.com/evaluations/eval_Mrq3OPBQEazp98e0yrg) | 2016-12-30 |
| MountainCarContinuous-v0 | Ashioto | [1.0](https://gym.openai.com/evaluations/eval_EYB8SSdGQuu76SvDXVvoA) | 2017-04-18 |
| MountainCarContinuous-v0 | jimfleming | [566.0](https://gym.openai.com/evaluations/eval_2LraMcedRXjdZbRbQuJdQ) | 2016-09-29 |
| MountainCarContinuous-v0 | jimfleming | [945.0](https://gym.openai.com/evaluations/eval_6YldJUHRqic5x2d8Hs0zw) | 2016-09-29 |
| SemisuperPendulumNoise-v0 | Anjum48 | [-130.48 ± 8.74](https://gym.openai.com/evaluations/eval_IYSGK6TyTCSfs1bCsm9UPA) | 2017-05-19 |
| SemisuperPendulumNoise-v0 | RafaelCosman | [-254.39 ± 21.71](https://gym.openai.com/evaluations/eval_5zaj9smbRMijmS9FUgST4w) | 2016-06-27 |
| SemisuperPendulumNoise-v0 | RafaelCosman | [-284.59 ± 17.02](https://gym.openai.com/evaluations/eval_a8Bg1AEeS3C7lKvI3i4KGg) | 2016-06-27 |
| SemisuperPendulumNoise-v0 | RafaelCosman | [-377.08 ± 27.92](https://gym.openai.com/evaluations/eval_VDOXscq6TzuJPXWqUfQE6Q) | 2016-06-27 |
| SemisuperPendulumNoise-v0 | RafaelCosman | [-1398.34 ± 46.03](https://gym.openai.com/evaluations/eval_njexCJdfQ9GmhGO1pTkIQ) | 2016-06-27 |
| Reacher-v1 | pat-coady | [28679.0](https://gym.openai.com/evaluations/eval_Isf8lUxQRyETpsG1y6BPA) | 2017-07-27 |
| Reacher-v1 | pat-coady | [31605.0](https://gym.openai.com/evaluations/eval_tpWNYeqoTnCKimIXPkZ57A) | 2017-07-25 |
| Reacher-v1 | korymath | [nan](https://gym.openai.com/evaluations/eval_6kY02G5DSpekMBmAeRLVyA) | 2016-05-24 |
| Reacher-v1 | joschu | [nan](https://gym.openai.com/evaluations/eval_KPxEwjtZQkKXQGYml4uyAw) | 2016-05-03 |
| Reacher-v1 | joschu | [nan](https://gym.openai.com/evaluations/eval_ZgnQFpSMRli10LkWTxcQIw) | 2016-05-03 |
| Pong-v0 | dgriff777 | [20.96 ± 0.02](https://gym.openai.com/evaluations/eval_gquejvZS4m7pKYXCPbW3A) | 2017-07-26 |
| Pong-v0 | kkweon | [20.95 ± 0.03](https://gym.openai.com/evaluations/eval_J7PMQ9zhSPipSGZPwdR21w) | 2017-06-03 |
| Pong-v0 | dgriff777 | [20.87 ± 0.04](https://gym.openai.com/evaluations/eval_qZsD1qHORqCZWg7wPpmb0w) | 2017-05-16 |
| Pong-v0 | ppwwyyxx | [20.74 ± 0.07](https://gym.openai.com/evaluations/eval_UBDv2LGlSU2zspcwGoZA) | 2017-05-28 |
| Pong-v0 | sangmin082 | [19.75 ± 0.18](https://gym.openai.com/evaluations/eval_JW6mrei1TNONf1fnq6Sp8w) | 2017-06-26 |
| Pong-v0 | andreimuntean | [18.95 ± 0.16](https://gym.openai.com/evaluations/eval_QY42ItKTkWz4BelZ69fpQ) | 2017-03-12 |
| Pong-v0 | Shmuma | [17.50 ± 0.27](https://gym.openai.com/evaluations/eval_Ju1iHdmzSUi2KiEtJpIyGQ) | 2017-03-10 |
| Pong-v0 | kkweon | [14.94 ± 0.34](https://gym.openai.com/evaluations/eval_Zxwzn6lBTl2uEhDUpyY1rg) | 2017-05-21 |
| Pong-v0 | sangmin082 | [11.92 ± 0.55](https://gym.openai.com/evaluations/eval_cHg3eaS5qJJmr0ST8lTw) | 2017-06-08 |
| Pong-v0 | Shmuma | [9.93 ± 0.51](https://gym.openai.com/evaluations/eval_87CKhQcUSqGaKwujXOLRw) | 2017-03-10 |
| Pong-v0 | vdpappu | [-1.43 ± 0.73](https://gym.openai.com/evaluations/eval_u9THKYuWTAKXG55SQoESJg) | 2017-01-10 |
| Pong-v0 | sangmin082 | [-16.41 ± 0.32](https://gym.openai.com/evaluations/eval_TVNlHQtSYOZJMGL1KHwXA) | 2017-06-06 |
| Pong-v0 | vhpvmx | [-20.08 ± 0.11](https://gym.openai.com/evaluations/eval_hxQDTQAwTFe3YLwN3oENag) | 2017-04-27 |
| Pong-v0 | leiz05 | [nan](https://gym.openai.com/evaluations/eval_hn9nmcS7QMCrmSBusrX7lg) | 2017-03-03 |
| Enduro-v0 | steveKapturowski | [611.74 ± 4.07](https://gym.openai.com/evaluations/eval_aOyighJARniF59QQ1lN5Cw) | 2017-06-13 |
| Enduro-v0 | steveKapturowski | [541.56 ± 6.97](https://gym.openai.com/evaluations/eval_aTC5idh6Rhsg5NjAAuA) | 2017-06-09 |
| Enduro-v0 | xinshuoweng | [478.39 ± 6.55](https://gym.openai.com/evaluations/eval_z4OnfqZbSQq4YkLPtmN6rg) | 2017-03-30 |
| Enduro-v0 | steveKapturowski | [476.62 ± 6.47](https://gym.openai.com/evaluations/eval_B8PhAT0RfWNXP6piJBdw) | 2017-05-27 |
| Enduro-v0 | xinshuoweng | [467.91 ± 7.11](https://gym.openai.com/evaluations/eval_Erhi7IhuRSiIhOtKUCQkGA) | 2017-03-30 |
| Enduro-v0 | xinshuoweng | [451.67 ± 6.45](https://gym.openai.com/evaluations/eval_ZXPYTOIzRBaffSqqYJFbqQ) | 2017-03-30 |
| Enduro-v0 | xinshuoweng | [448.91 ± 6.36](https://gym.openai.com/evaluations/eval_DIIXPXQ9TqSnAkGsTFJnbA) | 2017-03-30 |
| Enduro-v0 | xinshuoweng | [336.53 ± 10.10](https://gym.openai.com/evaluations/eval_xr3Dwnl4Q6W8Q4JZVXs5YA) | 2017-03-30 |
| Enduro-v0 | xinshuoweng | [328.24 ± 13.11](https://gym.openai.com/evaluations/eval_4nH8WHphS0OfSWHrejJWpQ) | 2017-03-30 |
| Enduro-v0 | xinshuoweng | [324.97 ± 10.19](https://gym.openai.com/evaluations/eval_P1Lmg7fSduRIRPfVTgJOw) | 2017-03-30 |
| Enduro-v0 | xinshuoweng | [155.15 ± 4.56](https://gym.openai.com/evaluations/eval_jyvE10sZTFCOLebgLNPOEg) | 2017-03-30 |
| Enduro-v0 | xinshuoweng | [142.58 ± 3.55](https://gym.openai.com/evaluations/eval_XjnYq9s5TxWo6LvWA1bnBA) | 2017-03-30 |
| Enduro-v0 | xinshuoweng | [1.54 ± 0.30](https://gym.openai.com/evaluations/eval_v4yTNAoRTuSx3pcrHt4w) | 2017-03-30 |
| Enduro-v0 | xinshuoweng | [0.03 ± 0.02](https://gym.openai.com/evaluations/eval_AbPEdr2eQNc4qd8YIZq2g) | 2017-03-30 |
| Enduro-v0 | xinshuoweng | [0.00 ± 0.00](https://gym.openai.com/evaluations/eval_1vsA7TeXQbi7B74tgjAgPA) | 2017-03-30 |
| Enduro-v0 | xinshuoweng | [0.00 ± 0.00](https://gym.openai.com/evaluations/eval_D1QjR2TcS5Sm159J1BcGCQ) | 2017-03-30 |
| Enduro-v0 | xinshuoweng | [0.00 ± 0.00](https://gym.openai.com/evaluations/eval_a5MoFvaTwC6wjdiG1I7Qw) | 2017-03-30 |
| Enduro-v0 | xinshuoweng | [0.00 ± 0.00](https://gym.openai.com/evaluations/eval_RRve3XMWSJehX0EOMTyrkw) | 2017-03-30 |
| Enduro-v0 | xinshuoweng | [0.00 ± 0.00](https://gym.openai.com/evaluations/eval_CP8mo4lOTgey14wk2aCu8A) | 2017-03-30 |
| Enduro-v0 | xinshuoweng | [0.00 ± 0.00](https://gym.openai.com/evaluations/eval_RlkyscxVSiy57wy48oTA) | 2017-03-30 |
| Enduro-v0 | xinshuoweng | [0.00 ± 0.00](https://gym.openai.com/evaluations/eval_3mrQYTIbQwKwqgGr1bLnQ) | 2017-03-30 |
| Enduro-v0 | xinshuoweng | [0.00 ± 0.00](https://gym.openai.com/evaluations/eval_INxR6TwClyqs24vmAA) | 2017-03-30 |
| Enduro-v0 | gdb | [0.00 ± 0.00](https://gym.openai.com/evaluations/eval_okQOtBFR7ytsXZTDfPGyQ) | 2016-04-24 |
| Enduro-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_gCyORevkTo2XZSHkkeGTjQ) | 2016-05-01 |
| Breakout-ram-v0 | tkgw | [130.48 ± 8.14](https://gym.openai.com/evaluations/eval_4JRHBfF4RaqC2gmrNXs7UQ) | 2017-08-01 |
| Breakout-ram-v0 | tkgw | [30.44 ± 1.22](https://gym.openai.com/evaluations/eval_tLiZx6dSwaX5YcVD4lrVg) | 2017-05-26 |
| Bowling-v0 | gdb | [25.05 ± 0.67](https://gym.openai.com/evaluations/eval_kvG4k1IMRlKMHkN6n6a03w) | 2016-04-24 |
| ChopperCommand-v0 | ppwwyyxx | [6031.00 ± 368.43](https://gym.openai.com/evaluations/eval_tYVKyh7wQieRIKgEvVaCuw) | 2016-08-22 |
| ChopperCommand-v0 | gdb | [905.00 ± 36.86](https://gym.openai.com/evaluations/eval_kFBn8EWCQJqU9ROkE6Qq6Q) | 2016-04-24 |
| ChopperCommand-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_oIcLrf3WRhqqpfcEqClg) | 2016-05-01 |
| ChopperCommand-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_04TX9QIRUCvfw8naEKzw) | 2016-05-01 |
| Pooyan-v0 | ppwwyyxx | [5607.30 ± 264.37](https://gym.openai.com/evaluations/eval_UXFVI34MSAuNTtjZcK8N0A) | 2016-08-22 |
| Pooyan-v0 | gdb | [467.85 ± 26.29](https://gym.openai.com/evaluations/eval_MLhD7ZaaQhCrETgpM9mV1w) | 2016-04-24 |
| PrivateEye-v0 | gdb | [184.42 ± 157.49](https://gym.openai.com/evaluations/eval_ss1FI7XdQWyzEaK0qMhjlw) | 2016-04-24 |
| PrivateEye-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_zCagLqPESTio0SsOfCIkiA) | 2016-05-01 |
| LunarLanderContinuous-v2 | deltameter | [0.0](https://gym.openai.com/evaluations/eval_9TCvBbNzROiKEDq824SSQ) | 2017-04-08 |
| LunarLanderContinuous-v2 | stefanopalmieri | [0.0](https://gym.openai.com/evaluations/eval_vaydV1hKSXqfnmvl8zaQfQ) | 2016-10-14 |
| LunarLanderContinuous-v2 | MadcowD | [589.0](https://gym.openai.com/evaluations/eval_4q3c8yTIR9OWlAQg7jYQ) | 2016-09-26 |
| LunarLanderContinuous-v2 | MadcowD | [778.0](https://gym.openai.com/evaluations/eval_xTOLtQuSSDKn65TiU95dsg) | 2016-09-26 |
| JourneyEscape-v0 | ppwwyyxx | [-407.00 ± 59.76](https://gym.openai.com/evaluations/eval_S9nQuXLRSu7S5x21Ay6AA) | 2016-08-17 |
| JourneyEscape-v0 | gdb | [-18571.00 ± 881.78](https://gym.openai.com/evaluations/eval_y2Gi1QlTkqtK3bxSvVOMw) | 2016-04-24 |
| BipedalWalker-v2 | koltafrickenfer | [nan](https://gym.openai.com/evaluations/eval_jFN9J71sS3OKaY46Nm5ibA) | 2017-08-04 |
| BipedalWalker-v2 | alirezamika | [nan](https://gym.openai.com/evaluations/eval_56BCOjJSfecpMf1apOi5w) | 2017-06-29 |
| BipedalWalker-v2 | 404akhan | [nan](https://gym.openai.com/evaluations/eval_QjN2JTCQRFu7rNgm0iGy4A) | 2017-04-15 |
| BipedalWalker-v2 | ryogrid | [nan](https://gym.openai.com/evaluations/eval_wzmU0dtQCeoz2dWyhsD5Q) | 2016-12-22 |
| BipedalWalker-v2 | DollarAkshay | [nan](https://gym.openai.com/evaluations/eval_ujFWHmoqSniDh8cErKCVpA) | 2016-12-22 |
| BipedalWalker-v2 | stefanopalmieri | [nan](https://gym.openai.com/evaluations/eval_a0YXWDc4SKeJjyTH7IrHBg) | 2016-10-26 |
| BipedalWalker-v2 | stefanopalmieri | [nan](https://gym.openai.com/evaluations/eval_8CvXwBzWSneSBzCmR9z5RQ) | 2016-10-10 |
| Seaquest-v0 | dgriff777 | [54203.50 ± 1509.85](https://gym.openai.com/evaluations/eval_uxYSMnhuTpCNLoPZ7DkxKQ) | 2017-07-11 |
| Seaquest-v0 | dgriff777 | [51340.40 ± 1493.41](https://gym.openai.com/evaluations/eval_ub7LjrSwCHaaJQ6N0fg) | 2017-07-10 |
| Seaquest-v0 | ppwwyyxx | [50209.00 ± 2440.07](https://gym.openai.com/evaluations/eval_pjjgc9POQJK4IuVw8nXlBw) | 2017-05-28 |
| Seaquest-v0 | ppwwyyxx | [21845.40 ± 832.90](https://gym.openai.com/evaluations/eval_N2624y3NSJWrOgoMSpOi4w) | 2016-08-13 |
| Seaquest-v0 | steveKapturowski | [8999.20 ± 438.56](https://gym.openai.com/evaluations/eval_GSS8XMQSTifRZ1QJe7Epg) | 2016-11-11 |
| Seaquest-v0 | 1nadequacy | [170.80 ± 6.01](https://gym.openai.com/evaluations/eval_dFIvwxt8Q7axVa84hONzQ) | 2017-04-06 |
| Seaquest-v0 | gdb | [92.60 ± 7.96](https://gym.openai.com/evaluations/eval_UxCl1dThSFeGlxnSimWIOQ) | 2016-04-24 |
| KungFuMaster-v0 | steveKapturowski | [41299.00 ± 1049.95](https://gym.openai.com/evaluations/eval_LimXjzAGTdyCdbJ8i9UXg) | 2017-01-07 |
| KungFuMaster-v0 | ppwwyyxx | [34767.00 ± 836.92](https://gym.openai.com/evaluations/eval_vNWDShYTRC0MhfIybeUYg) | 2016-08-22 |
| KungFuMaster-v0 | justheuristic | [22814.00 ± 653.39](https://gym.openai.com/evaluations/eval_ZxE74rHVSHmJAM6Wx5oiWw) | 2017-02-23 |
| KungFuMaster-v0 | Regenerator | [9095.00 ± 312.20](https://gym.openai.com/evaluations/eval_HynxPgkQTJiIIcl3nP19Q) | 2016-05-27 |
| KungFuMaster-v0 | justheuristic | [8745.00 ± 276.33](https://gym.openai.com/evaluations/eval_U0uHmrtKSTTgjO2yMg7yg) | 2016-05-28 |
| KungFuMaster-v0 | justheuristic | [7424.00 ± 239.47](https://gym.openai.com/evaluations/eval_pJ5fJr3aRgy3FoEmF1Tyiw) | 2016-05-02 |
| KungFuMaster-v0 | gdb | [715.00 ± 48.95](https://gym.openai.com/evaluations/eval_ScAihbx6Tm6724IxDufeg) | 2016-04-24 |
| KungFuMaster-v0 | ztianjin | [85.00 ± 12.71](https://gym.openai.com/evaluations/eval_yUrYyTujRqyhtb6sq8ZGFw) | 2016-05-05 |
| KungFuMaster-v0 | ztianjin | [0.00 ± 0.00](https://gym.openai.com/evaluations/eval_L3MG7B7ZQ8CDunUGmP3cw) | 2016-05-05 |
| KungFuMaster-v0 | Regenerator | [nan](https://gym.openai.com/evaluations/eval_xfwaZFZLQVS3DQsx6RhKyQ) | 2016-05-27 |
| KungFuMaster-v0 | Regenerator | [nan](https://gym.openai.com/evaluations/eval_xNsP9oW1Tr6EQu8oV7w5OA) | 2016-05-27 |
| KungFuMaster-v0 | ztianjin | [nan](https://gym.openai.com/evaluations/eval_CjVfLyJxSNGD3jXddH0NRw) | 2016-05-05 |
| KungFuMaster-v0 | ztianjin | [nan](https://gym.openai.com/evaluations/eval_kwaC0aLOS4iiM9JmznzSBQ) | 2016-05-05 |
| KungFuMaster-v0 | ztianjin | [nan](https://gym.openai.com/evaluations/eval_VJNSOKOQRmOgeEu76ZCsgw) | 2016-05-05 |
| KungFuMaster-v0 | ztianjin | [nan](https://gym.openai.com/evaluations/eval_wEqikzrHR8KzoFSAxoLFnw) | 2016-05-05 |
| OffSwitchCartpole-v0 | rmoehn | [200.00 ± 0.00](https://gym.openai.com/evaluations/eval_upxhWwI0RPCFx4qCiHcGAg) | 2016-11-11 |
| IceHockey-v0 | ppwwyyxx | [19.42 ± 0.53](https://gym.openai.com/evaluations/eval_8oWCTwwGS7OUTTGRwBPQkQ) | 2016-08-22 |
| IceHockey-v0 | gdb | [-9.55 ± 0.37](https://gym.openai.com/evaluations/eval_PCUChENBR3iQJch1DRF9ww) | 2016-04-24 |
| Berzerk-v0 | ppwwyyxx | [2288.90 ± 194.53](https://gym.openai.com/evaluations/eval_Yri0XQbwRy62NzWILdn5IA) | 2016-08-23 |
| Berzerk-v0 | gdb | [196.10 ± 13.61](https://gym.openai.com/evaluations/eval_OA72qNjSWa5YitnpD4kwQ) | 2016-04-27 |
| Berzerk-v0 | rickhenderson | [33.50 ± 3.43](https://gym.openai.com/evaluations/eval_piLz3kd2T8yNS9FXkrOmgg) | 2016-04-30 |
| Berzerk-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_2ixdWBDpS7ed7VLa0cvkQQ) | 2016-05-01 |
| MontezumaRevenge-v0 | steveKapturowski | [3583.00 ± 4.17](https://gym.openai.com/evaluations/eval_5AjWk3qrRJurmHo33YS5w) | 2017-06-06 |
| MontezumaRevenge-v0 | pkumusic | [2500.00 ± 0.00](https://gym.openai.com/evaluations/eval_zxZ4J4nTRw2snOY7umcfqw) | 2017-03-08 |
| MontezumaRevenge-v0 | NoListen | [2451.00 ± 38.12](https://gym.openai.com/evaluations/eval_sxADuny0SHS7XWcnxAHBlw) | 2017-05-18 |
| MontezumaRevenge-v0 | pkumusic | [2440.00 ± 37.91](https://gym.openai.com/evaluations/eval_ER8ZmuuJS5K2CAxlN0IB2w) | 2017-04-13 |
| MontezumaRevenge-v0 | NoListen | [1949.00 ± 100.71](https://gym.openai.com/evaluations/eval_oBgyXpp3QTuZyC1mCC8rQ) | 2017-05-09 |
| MontezumaRevenge-v0 | steveKapturowski | [1631.00 ± 165.94](https://gym.openai.com/evaluations/eval_OcybxurMQNydtRjNxLEg) | 2017-06-04 |
| MontezumaRevenge-v0 | Itsukara | [1284.00 ± 36.91](https://gym.openai.com/evaluations/eval_e6uQIveRRVZHz5C2RSlPg) | 2016-10-21 |
| MontezumaRevenge-v0 | Itsukara | [1127.00 ± 53.19](https://gym.openai.com/evaluations/eval_mMQJe1nsS7OA3U72AvvJEQ) | 2016-10-14 |
| MontezumaRevenge-v0 | steveKapturowski | [760.00 ± 53.33](https://gym.openai.com/evaluations/eval_IvogBvmfT0ziSzNgeOGg) | 2017-05-26 |
| MontezumaRevenge-v0 | Itsukara | [448.00 ± 27.60](https://gym.openai.com/evaluations/eval_irmpzSknRMAjzv2yhseNA) | 2016-10-13 |
| MontezumaRevenge-v0 | pkumusic | [129.00 ± 30.20](https://gym.openai.com/evaluations/eval_Ib2hjIrLRS6AszgyuKoVcw) | 2017-04-13 |
| MontezumaRevenge-v0 | gdb | [0.00 ± 0.00](https://gym.openai.com/evaluations/eval_U34SmIDtQtqsRGrGKZqUBQ) | 2016-04-24 |
| Zaxxon-v0 | ppwwyyxx | [32894.00 ± 842.17](https://gym.openai.com/evaluations/eval_TIQ102EwTrHrOyve2RGfg) | 2016-08-23 |
| Zaxxon-v0 | steveKapturowski | [20207.00 ± 598.98](https://gym.openai.com/evaluations/eval_DOCmbfskQ9i3qo5RpA11XQ) | 2016-10-24 |
| Zaxxon-v0 | gdb | [46.00 ± 25.26](https://gym.openai.com/evaluations/eval_ctPyyxmiTXO1VKrZ07258g) | 2016-04-24 |
| Skiing-v0 | g00dgame | [-3733.15 ± 6.85](https://gym.openai.com/evaluations/eval_MQrSRG5CQNmwe64VdFn0Fg) | 2017-01-29 |
| Skiing-v0 | justheuristic | [-5066.09 ± 579.11](https://gym.openai.com/evaluations/eval_BSWA660qSIaVAsigWXhiBA) | 2017-01-18 |
| Skiing-v0 | Lextal | [-9013.00 ± 0.00](https://gym.openai.com/evaluations/eval_rMuXWTLtQ2mFDqHNJO8LA) | 2017-01-26 |
| Skiing-v0 | LIKANblk | [nan](https://gym.openai.com/evaluations/eval_LtSfIuTNSB2Noi458A) | 2017-01-26 |
| Reverse-v0 | colinmorris | [1247.0](https://gym.openai.com/evaluations/eval_vSCpQ9NGQsSD6tBqMS4wsw) | 2016-10-17 |
| Reverse-v0 | wojzaremba | [31826.0](https://gym.openai.com/evaluations/eval_zUwRJJTGR9mv26OIQvhKYg) | 2016-04-25 |
| Reverse-v0 | blole | [nan](https://gym.openai.com/evaluations/eval_shZ0KlouS6u0fdrawpRcVQ) | 2016-05-17 |
| Reverse-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_bKB2p9SwSriIbZgLyQEpFw) | 2016-05-01 |
| Reverse-v0 | gdb | [nan](https://gym.openai.com/evaluations/eval_tM0LDA1GT9ObfaKUjlRRWw) | 2016-04-24 |
| Humanoid-v1 | pat-coady | [8267.70 ± 101.47](https://gym.openai.com/evaluations/eval_AZ0K1ERjTDiuVoc1T8RX6A) | 2017-07-31 |
| Humanoid-v1 | joschu | [6482.52 ± 152.11](https://gym.openai.com/evaluations/eval_i3x1JpReRukTZrznxypCw) | 2016-05-03 |
| Humanoid-v1 | joschu | [618.54 ± 15.16](https://gym.openai.com/evaluations/eval_CIcVkjUQAKaPWvzIrCfkw) | 2016-05-03 |
| SemisuperPendulumRandom-v0 | Anjum48 | [-168.28 ± 12.21](https://gym.openai.com/evaluations/eval_Ui8P9LYSFKuv5gUuVb8fw) | 2017-05-19 |
| SemisuperPendulumRandom-v0 | RafaelCosman | [-209.14 ± 15.40](https://gym.openai.com/evaluations/eval_MPPB2TWURVGnPiCV0jK6pA) | 2016-06-18 |
| SemisuperPendulumRandom-v0 | RafaelCosman | [-238.85 ± 15.08](https://gym.openai.com/evaluations/eval_X7PIT7CBRKC2DBYqLWliAw) | 2016-06-18 |
| SemisuperPendulumRandom-v0 | RafaelCosman | [-245.81 ± 29.88](https://gym.openai.com/evaluations/eval_4snnRTTuTF6B3sFY4K93MA) | 2016-06-18 |
| SemisuperPendulumRandom-v0 | RafaelCosman | [-259.99 ± 13.99](https://gym.openai.com/evaluations/eval_Ub6dm6MS8SssjfVcVFN8Q) | 2016-06-19 |
| Ant-v1 | pat-coady | [69154.0](https://gym.openai.com/evaluations/eval_vhll4HDSfahtUsqjuHFrw) | 2017-07-28 |
| Ant-v1 | joschu | [nan](https://gym.openai.com/evaluations/eval_ngWXJ0paTkGnigm7qIFcSg) | 2016-05-03 |
| Ant-v1 | joschu | [nan](https://gym.openai.com/evaluations/eval_GQbizsE6TYWyv8vyGwIKA) | 2016-05-03 |
| Go19x19-v0 | gdb | [-1.00 ± 0.00](https://gym.openai.com/evaluations/eval_yStwrB6Sdawslv72y1M9w) | 2016-04-24 |
| Tennis-v0 | ppwwyyxx | [23.30 ± 0.09](https://gym.openai.com/evaluations/eval_gDjJD0MMS1yLm1T0hdqI4g) | 2016-08-16 |
| Tennis-v0 | gdb | [-23.88 ± 0.04](https://gym.openai.com/evaluations/eval_79L6v7tTIUh96OGSTvzg) | 2016-04-24 |
| Tennis-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_K8qqD8XeRoy1FrzUHqIwqA) | 2016-05-01 |
| ReversedAddition3-v0 | blole | [167.0](https://gym.openai.com/evaluations/eval_A3Z8RsvKQnaFwmMGBumHg) | 2016-05-17 |
| ReversedAddition3-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_RRosAUFTqSdHJbz17U6EQ) | 2016-05-01 |
| ReversedAddition3-v0 | wojzaremba | [nan](https://gym.openai.com/evaluations/eval_VN82y54sQoCxkmaBNSPQ) | 2016-04-26 |
| ReversedAddition3-v0 | gdb | [nan](https://gym.openai.com/evaluations/eval_ycMaoBi6SDu1WbvTW5vYIQ) | 2016-04-24 |
| StarGunner-v0 | ppwwyyxx | [93480.00 ± 2169.12](https://gym.openai.com/evaluations/eval_JB5cOJXFSS2cTQ7dXK8Iag) | 2016-08-25 |
| StarGunner-v0 | steveKapturowski | [60086.00 ± 890.19](https://gym.openai.com/evaluations/eval_bbkB4EdTcu72IO2WqvB9Q) | 2016-11-11 |
| StarGunner-v0 | gdb | [703.00 ± 37.20](https://gym.openai.com/evaluations/eval_azF2hMNXQVyIU6izcyiS9w) | 2016-04-24 |
| Jamesbond-v0 | ppwwyyxx | [640.00 ± 14.36](https://gym.openai.com/evaluations/eval_mLF7XPi8Tw66pnjP73JsmA) | 2016-08-25 |
| Jamesbond-v0 | gdb | [30.50 ± 5.32](https://gym.openai.com/evaluations/eval_f5vL8p0hRGgqvIvl6oX8A) | 2016-04-24 |
| BattleZone-v0 | ppwwyyxx | [29210.00 ± 926.87](https://gym.openai.com/evaluations/eval_SoLit2bR1qmFoC0AsJF6Q) | 2016-08-19 |
| BattleZone-v0 | steveKapturowski | [22510.00 ± 961.16](https://gym.openai.com/evaluations/eval_gT0RmDl6SrWeKHnO3C2ZhA) | 2016-10-24 |
| BattleZone-v0 | gdb | [4110.00 ± 419.26](https://gym.openai.com/evaluations/eval_0LH9XrRNTxWxcxZ5uV4u5g) | 2016-04-24 |
| BattleZone-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_yGMXX62CQtioPPjzEQmc4g) | 2016-05-01 |
| WizardOfWor-ram-v0 | Guillem-db | [nan](https://gym.openai.com/evaluations/eval_UCFiiwaGQm6eX9IGu5IuQ) | 2017-06-19 |
| Gravitar-v0 | ppwwyyxx | [2144.50 ± 108.39](https://gym.openai.com/evaluations/eval_QudrLdVmTpK9HF5juaZr0w) | 2016-08-22 |
| Gravitar-v0 | gdb | [252.00 ± 33.41](https://gym.openai.com/evaluations/eval_fPb3FiijQqKnjrrNLIRjuA) | 2016-04-24 |
| RoadRunner-v0 | ppwwyyxx | [60615.00 ± 462.31](https://gym.openai.com/evaluations/eval_wINKQTwxT9ipydHOXBhg) | 2016-08-22 |
| RoadRunner-v0 | gdb | [35.00 ± 18.22](https://gym.openai.com/evaluations/eval_9jWY0dr2TC6vnJFWr6robA) | 2016-04-24 |
| RoadRunner-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_3O00rtwHT1izJxTVbEAZfQ) | 2016-05-01 |
| MsPacman-ram-v0 | Guillem-db | [11543.60 ± 492.83](https://gym.openai.com/evaluations/eval_NDkU4oVNTDy6pME9ytMJeg) | 2017-06-18 |
| MsPacman-ram-v0 | githubxiaowei | [nan](https://gym.openai.com/evaluations/eval_K2OymvcmTviaDIxSsZsGWw) | 2017-07-15 |
| VideoPinball-ram-v0 | Guillem-db | [nan](https://gym.openai.com/evaluations/eval_bNB0Dcr2RQG8zLVKkXg) | 2017-06-19 |
| InvertedDoublePendulum-v1 | ondrejba | [4498.0](https://gym.openai.com/evaluations/eval_tUOY3C3Sgy7mvoJeGqfXA) | 2017-07-22 |
| InvertedDoublePendulum-v1 | songrotek | [9800.0](https://gym.openai.com/evaluations/eval_PtYUMaEUSwqS3YUYA6MOQ) | 2016-08-15 |
| InvertedDoublePendulum-v1 | pat-coady | [9852.0](https://gym.openai.com/evaluations/eval_Fy2blGCReaFp3wz64SB4Q) | 2017-07-25 |
| InvertedDoublePendulum-v1 | pat-coady | [10230.0](https://gym.openai.com/evaluations/eval_8B3LHwreSeijowIVKzKEmQ) | 2017-07-27 |
| InvertedDoublePendulum-v1 | joschu | [nan](https://gym.openai.com/evaluations/eval_j1UXpkyST81BXuXC9praA) | 2016-05-03 |
| InvertedDoublePendulum-v1 | joschu | [nan](https://gym.openai.com/evaluations/eval_BovPB6AGTV2TilgZOceSQ) | 2016-05-03 |
| Asterix-v0 | ppwwyyxx | [407432.00 ± 6347.40](https://gym.openai.com/evaluations/eval_mees2c58QfKm5GspCjRfCA) | 2016-08-12 |
| Asterix-v0 | gdb | [320.00 ± 18.92](https://gym.openai.com/evaluations/eval_8dilkfRTzGLQR3nIlW4w) | 2016-04-24 |
| Asterix-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_iarlEk7TSc2uYGWKsvmoA) | 2016-05-01 |
| TimePilot-v0 | gdb | [3802.00 ± 179.13](https://gym.openai.com/evaluations/eval_mhjLGph6Ry3x0fATAF2IA) | 2016-04-24 |
| BankHeist-v0 | ppwwyyxx | [1274.60 ± 8.04](https://gym.openai.com/evaluations/eval_hifoaxFTIuLlPd38BjnOw) | 2016-08-22 |
| BankHeist-v0 | Mariewelt | [107.40 ± 3.62](https://gym.openai.com/evaluations/eval_ShxLH47TRve9GQkWjtEWKA) | 2016-07-05 |
| BankHeist-v0 | Mariewelt | [68.80 ± 2.82](https://gym.openai.com/evaluations/eval_7Z76ifIhTqeOQ2Msf5vi2w) | 2016-07-04 |
| BankHeist-v0 | Mariewelt | [62.30 ± 2.16](https://gym.openai.com/evaluations/eval_wfSX3ubgQGmRNkIZyjg) | 2016-07-04 |
| BankHeist-v0 | gdb | [15.90 ± 1.11](https://gym.openai.com/evaluations/eval_1MGfWGUbSGDxsuK8GFrQ) | 2016-04-24 |
| NChain-v0 | machinaut | [1320.16 ± 8.61](https://gym.openai.com/evaluations/eval_qvvHxRraSUuMbVYTKOhd8A) | 2016-05-10 |
| NChain-v0 | blole | [1029.74 ± 9.19](https://gym.openai.com/evaluations/eval_8KB72MuwRqqdbRG4UMs1w) | 2016-05-17 |
| PredictObsCartpole-v0 | drburke | [245.40 ± 0.15](https://gym.openai.com/evaluations/eval_iFOMMpBuQeq2bA2WvUgryA) | 2017-05-27 |
| CrazyClimber-v0 | ppwwyyxx | [105297.00 ± 1880.74](https://gym.openai.com/evaluations/eval_bKeBg0QwSgOm6A0I0wDhSw) | 2016-08-18 |
| CrazyClimber-v0 | gdb | [8187.00 ± 310.02](https://gym.openai.com/evaluations/eval_8WrxJJxiQFmSqp2dvym5Dw) | 2016-04-24 |
| CrazyClimber-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_99dK6Bu7QiSdmW2rUcTkg) | 2016-05-01 |
| Swimmer-v1 | pat-coady | [1088.0](https://gym.openai.com/evaluations/eval_U5WoLqDSSymfwLRJeUA) | 2017-07-27 |
| Swimmer-v1 | pat-coady | [3807.0](https://gym.openai.com/evaluations/eval_TrwTLmDrRv2MMvahXuVYuA) | 2017-07-25 |
| Swimmer-v1 | joschu | [11784.0](https://gym.openai.com/evaluations/eval_zUZhpfzLQh2z3K2D5P2qg) | 2016-05-03 |
| Swimmer-v1 | joschu | [nan](https://gym.openai.com/evaluations/eval_UHEsnOhSw5cZd6uldLig) | 2016-05-03 |
| RepeatCopy-v0 | colinmorris | [4985.0](https://gym.openai.com/evaluations/eval_TLpp3ioQ2GctOsQGMZ08Q) | 2016-10-17 |
| RepeatCopy-v0 | wojzaremba | [15466.0](https://gym.openai.com/evaluations/eval_3fKtYsmhR36I1yy8wpS3w) | 2016-04-25 |
| RepeatCopy-v0 | blole | [nan](https://gym.openai.com/evaluations/eval_FEY1osFXQcilXkqvZ9hNA) | 2016-05-17 |
| RepeatCopy-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_0BIjuaJoT1ykCMhli7CVbg) | 2016-05-01 |
| RepeatCopy-v0 | gdb | [nan](https://gym.openai.com/evaluations/eval_iV4s70ONQQ2Lu2W3pZb0zw) | 2016-04-24 |
| UpNDown-v0 | ppwwyyxx | [92163.30 ± 940.52](https://gym.openai.com/evaluations/eval_KmkvMJkxQFSED20wFUMdIA) | 2016-08-17 |
| UpNDown-v0 | gdb | [521.10 ± 54.45](https://gym.openai.com/evaluations/eval_m31GOOUSy6Y0RGtAEDY4Q) | 2016-04-24 |
| UpNDown-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_qIwO1WUvRQSzRc5dz2P86Q) | 2016-05-01 |
| WizardOfWor-v0 | ppwwyyxx | [3824.00 ± 378.76](https://gym.openai.com/evaluations/eval_1oGQhphpQhmzEMIYRrrp0A) | 2016-08-22 |
| WizardOfWor-v0 | steveKapturowski | [3202.00 ± 291.99](https://gym.openai.com/evaluations/eval_DZxuoBgeRAaR38hRqLPnEw) | 2017-06-22 |
| WizardOfWor-v0 | gdb | [744.00 ± 58.25](https://gym.openai.com/evaluations/eval_EapGm2U9QPKbGK8DyBWg) | 2016-04-24 |
| WizardOfWor-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_RacaWKsJSmCkQFqMT1CjhQ) | 2016-05-01 |
| Hopper-v1 | pat-coady | [12201.0](https://gym.openai.com/evaluations/eval_qLSJe7oBQymaNKsIMVvi4g) | 2017-07-25 |
| Hopper-v1 | pat-coady | [14947.0](https://gym.openai.com/evaluations/eval_w3VSlllbR7q7Vc8VdaTvPA) | 2017-07-27 |
| Hopper-v1 | RDaneelOlivav | [nan](https://gym.openai.com/evaluations/eval_Xl6DYBQkSuCT87psbxMPaQ) | 2017-04-24 |
| Hopper-v1 | songrotek | [nan](https://gym.openai.com/evaluations/eval_MwvKWh5CSp6SO8IAWU4pqw) | 2016-09-01 |
| Hopper-v1 | joschu | [nan](https://gym.openai.com/evaluations/eval_W27eCzLQBy60FciaSGSJw) | 2016-05-03 |
| Hopper-v1 | joschu | [nan](https://gym.openai.com/evaluations/eval_2QnWzUkRReKg4fRXdZmHQ) | 2016-05-03 |
| FrozenLake-v0 | squirrelinhell | [123.0](https://gym.openai.com/evaluations/eval_4ER334HTWu0qjB00Hxljg) | 2017-07-25 |
| FrozenLake-v0 | sakib-shahriyar | [350.0](https://gym.openai.com/evaluations/eval_4R0BTBDERyap3oWmxTSa2g) | 2017-07-17 |
| FrozenLake-v0 | wasit7 | [725.0](https://gym.openai.com/evaluations/eval_USL3ofLxRruwDEoZ9QCSPg) | 2017-07-31 |
| HumanoidStandup-v1 | pat-coady | [348262.40 ± 878.59](https://gym.openai.com/evaluations/eval_X0ZuF6HYTYaxqofSe6P6DQ) | 2017-07-31 |
| Amidar-v0 | ppwwyyxx | [1376.45 ± 30.75](https://gym.openai.com/evaluations/eval_HwEazbHtTYGpCialv9uPhA) | 2016-08-12 |
| Amidar-v0 | gdb | [3.37 ± 0.90](https://gym.openai.com/evaluations/eval_k8a2ASsqQiS36fzCRTe54Q) | 2016-04-24 |
| Carnival-v0 | ppwwyyxx | [5211.50 ± 67.20](https://gym.openai.com/evaluations/eval_xJSOlo2lSWaH1wHEOX5vw) | 2016-08-22 |
| Carnival-v0 | gdb | [786.00 ± 50.25](https://gym.openai.com/evaluations/eval_kseOXsiiSYK4jowfXXm43Q) | 2016-04-24 |
| Carnival-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_UfB96lRWSzPnpen4TazQ) | 2016-05-01 |
| MsPacman-v0 | dgriff777 | [6323.01 ± 116.91](https://gym.openai.com/evaluations/eval_8Wwndzd8R62np8CxVQWEeg) | 2017-05-23 |
| MsPacman-v0 | fortunto2 | [6145.00 ± 171.05](https://gym.openai.com/evaluations/eval_DRFpbDPDSg21dCCQlTanaQ) | 2017-04-22 |
| MsPacman-v0 | fortunto2 | [5833.00 ± 157.49](https://gym.openai.com/evaluations/eval_BoA0OPDgQBu5MDsTAgb0g) | 2017-04-22 |
| MsPacman-v0 | ppwwyyxx | [5738.30 ± 171.99](https://gym.openai.com/evaluations/eval_kpL9bSsS4GXsYb9HuEfew) | 2016-08-22 |
| MsPacman-v0 | pkumusic | [2065.50 ± 77.01](https://gym.openai.com/evaluations/eval_Jy09c1iXRNG4Z338CAx1QQ) | 2016-12-03 |
| MsPacman-v0 | pkumusic | [2021.70 ± 89.57](https://gym.openai.com/evaluations/eval_ZjVn3seeTCWLHqIII0pQ) | 2016-12-03 |
| MsPacman-v0 | AlexGrinch | [1931.80 ± 74.35](https://gym.openai.com/evaluations/eval_nNcFa9aVQHq9eD5g3c7fBw) | 2016-05-26 |
| MsPacman-v0 | pkumusic | [1847.00 ± 53.58](https://gym.openai.com/evaluations/eval_riHeA66BRujxsfQHz6FDA) | 2016-11-25 |
| MsPacman-v0 | AlexGrinch | [1843.90 ± 56.12](https://gym.openai.com/evaluations/eval_ozkyZzTHToekyPlJmMGdTw) | 2016-05-26 |
| MsPacman-v0 | pkumusic | [1830.70 ± 57.35](https://gym.openai.com/evaluations/eval_7UlV9il3RFKNyciZOVu2g) | 2016-11-25 |
| MsPacman-v0 | AlexGrinch | [1317.10 ± 63.30](https://gym.openai.com/evaluations/eval_p7dV7L66TKa8ekZP5chVg) | 2016-05-26 |
| MsPacman-v0 | justheuristic | [788.60 ± 54.00](https://gym.openai.com/evaluations/eval_WCpGwyEMTSyZK2WYLwbJhw) | 2016-05-27 |
| MsPacman-v0 | Guillem-db | [nan](https://gym.openai.com/evaluations/eval_i1hcB1bESbO20DNCtSVYw) | 2017-06-20 |
| MsPacman-v0 | vandyked | [nan](https://gym.openai.com/evaluations/eval_8NxnknS5RX2tGE6KzXS7w) | 2016-05-27 |
| MsPacman-v0 | AlexGrinch | [nan](https://gym.openai.com/evaluations/eval_0XKOGWL2RzuC1WEzdi2jsg) | 2016-05-26 |
| MsPacman-v0 | AlexGrinch | [nan](https://gym.openai.com/evaluations/eval_6hqCOH4IT9CqF8e85q527g) | 2016-05-26 |
| Walker2d-v1 | pat-coady | [7167.24 ± 19.84](https://gym.openai.com/evaluations/eval_ntItD029SsiNvxn0WGJdw) | 2017-07-27 |
| Walker2d-v1 | pat-coady | [5788.93 ± 52.16](https://gym.openai.com/evaluations/eval_vNi0ssRiTdqkxMaGSerSLg) | 2017-07-26 |
| Walker2d-v1 | joschu | [5594.75 ± 64.10](https://gym.openai.com/evaluations/eval_3KevpXcVQnifFFwGX70xag) | 2016-05-03 |
| Walker2d-v1 | joschu | [2356.56 ± 87.26](https://gym.openai.com/evaluations/eval_hCvsLpSrTxafERVJPzbZuA) | 2016-05-03 |
| Walker2d-v1 | songrotek | [1222.12 ± 91.10](https://gym.openai.com/evaluations/eval_JYZtl35TryxzjnhJJIWA) | 2016-09-01 |
| Gopher-v0 | ppwwyyxx | [22595.00 ± 1012.30](https://gym.openai.com/evaluations/eval_KVcpR1YgQkEzrL2VIcAQ) | 2016-08-25 |
| Gopher-v0 | gdb | [364.80 ± 27.82](https://gym.openai.com/evaluations/eval_CzT0zRXATfBSfkA3y1XSA) | 2016-04-24 |
| Solaris-v0 | gdb | [2357.00 ± 193.26](https://gym.openai.com/evaluations/eval_BJfmXAeKQM6Pova0htM4vQ) | 2016-04-24 |
| Frostbite-v0 | ppwwyyxx | [6823.90 ± 130.32](https://gym.openai.com/evaluations/eval_qtC3taKFSgWwkO9q9IM4hA) | 2016-08-25 |
| Frostbite-v0 | gdb | [79.20 ± 3.84](https://gym.openai.com/evaluations/eval_DZndJB7RRxyhQTG682wBg) | 2016-04-24 |
| Frostbite-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_vfxeSALSUq7GrZBZmKkg) | 2016-05-01 |
| Blackjack-v0 | simeneide | [1.00 ± 0.00](https://gym.openai.com/evaluations/eval_21dT2zxJTbKa1TJg9NB8eg) | 2016-11-15 |
| Blackjack-v0 | csnikitin | [0.34 ± 0.10](https://gym.openai.com/evaluations/eval_HJfDEbqJR1e0PIiZiw) | 2017-01-16 |
| Blackjack-v0 | csnikitin | [0.27 ± 0.10](https://gym.openai.com/evaluations/eval_hqSRaqSNSA2gbStyaJsoQ) | 2017-01-01 |
| Atlantis-v0 | ppwwyyxx | [217186.00 ± 773.39](https://gym.openai.com/evaluations/eval_Z1B3d7A1QCaQk1HpO1Rg) | 2016-08-16 |
| Atlantis-v0 | gdb | [21398.00 ± 873.30](https://gym.openai.com/evaluations/eval_5c5m6nuRBBJyqJuBfVQ) | 2016-04-24 |
| Atlantis-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_G6TMMdPkTuKDSgSH38rog) | 2016-05-01 |
| Atlantis-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_w63tQhoORwqZS5moa9wYQ) | 2016-05-01 |
| Copy-v0 | napsternxg | [175.0](https://gym.openai.com/evaluations/eval_80sDgbPxSHowvhedVJKXg) | 2017-08-01 |
| Copy-v0 | 1nadequacy | [738.0](https://gym.openai.com/evaluations/eval_4lxrKp3qTr2NRIC7Q5tBNQ) | 2017-01-19 |
| Copy-v0 | unixpickle | [1142.0](https://gym.openai.com/evaluations/eval_eT5pXQ2vRVaNOIFYucz6Cw) | 2017-05-08 |
| Copy-v0 | 1nadequacy | [1165.0](https://gym.openai.com/evaluations/eval_4aU4O1IKRLdVblPwSh9nA) | 2017-01-17 |
| Copy-v0 | 1nadequacy | [3072.0](https://gym.openai.com/evaluations/eval_TjNdXFSpO4dIljdI2fVQ) | 2017-01-17 |
| Copy-v0 | 1nadequacy | [4332.0](https://gym.openai.com/evaluations/eval_mvKZYw5rSeGM1PggK9wlg) | 2017-03-22 |
| Copy-v0 | artonge | [12540.0](https://gym.openai.com/evaluations/eval_pSQ46cQKRKOEMQSFPp3EA) | 2017-07-20 |
| Copy-v0 | 1nadequacy | [19979.0](https://gym.openai.com/evaluations/eval_vrLkvOCJR66IHqUTOCQfug) | 2017-01-15 |
| Phoenix-v0 | ppwwyyxx | [75312.40 ± 2370.02](https://gym.openai.com/evaluations/eval_uzUruiB3RRKUMvJIxvEzYA) | 2016-08-22 |
| Phoenix-v0 | gdb | [1013.20 ± 83.65](https://gym.openai.com/evaluations/eval_GoTeEe7uTyq5M6PbQk1g) | 2016-04-24 |
| Phoenix-v0 | silkbottle | [nan](https://gym.openai.com/evaluations/eval_mxSPuDRb2jPmDcDsa4nA) | 2016-05-27 |
| Asteroids-v0 | dgriff777 | [3170.70 ± 104.38](https://gym.openai.com/evaluations/eval_SOQMtM6RCRG7ztKMKyLg) | 2017-05-28 |
| Asteroids-v0 | dgriff777 | [2699.90 ± 72.61](https://gym.openai.com/evaluations/eval_Ci2O2nOTRryPtAZIgFAig) | 2017-05-26 |
| Asteroids-v0 | dgriff777 | [2519.10 ± 95.86](https://gym.openai.com/evaluations/eval_3TYQpU2R8W7awnt4gChaQ) | 2017-05-26 |
| Asteroids-v0 | ppwwyyxx | [1964.80 ± 54.31](https://gym.openai.com/evaluations/eval_8eHKsRL4RzuZEq9AOLZA) | 2016-08-15 |
| Asteroids-v0 | gdb | [1042.40 ± 48.68](https://gym.openai.com/evaluations/eval_X5T5hhf0RVqpeZKS9K0Qw) | 2016-04-24 |
| Asteroids-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_Jt2dQmIwQjucznSXjDKRw) | 2016-05-01 |
| Tennis-ram-v0 | Guillem-db | [nan](https://gym.openai.com/evaluations/eval_iyQTuphhQ1tNxQd9h5JjQ) | 2017-06-18 |
| Assault-v0 | ppwwyyxx | [3397.38 ± 208.09](https://gym.openai.com/evaluations/eval_tCiHwy5QrSdFVucSbBV6Q) | 2016-08-15 |
| Assault-v0 | gdb | [268.38 ± 9.16](https://gym.openai.com/evaluations/eval_WnchdhDKQgemHBBf1y58Bg) | 2016-04-24 |
| HalfCheetah-v1 | pat-coady | [1966.0](https://gym.openai.com/evaluations/eval_iegADH1ITv4cAvQvEXYUA) | 2017-07-27 |
| HalfCheetah-v1 | deltameter | [4401.0](https://gym.openai.com/evaluations/eval_JdipWkR4RCKUgmE4tgyDUA) | 2017-04-09 |
| HalfCheetah-v1 | pat-coady | [4791.0](https://gym.openai.com/evaluations/eval_qg2ALzSXmx6UJ2i0YD6g) | 2017-07-25 |
| HalfCheetah-v1 | joschu | [12006.0](https://gym.openai.com/evaluations/eval_Gudf6XDS2WL76S7wZicLA) | 2016-05-03 |
| HalfCheetah-v1 | joschu | [45864.0](https://gym.openai.com/evaluations/eval_qtOtPrCgS8O9U2sZG7ByQ) | 2016-05-03 |
| DoubleDunk-v0 | ppwwyyxx | [23.12 ± 0.17](https://gym.openai.com/evaluations/eval_FI1GpF4TlCuf29KccTpQ) | 2016-08-16 |
| DoubleDunk-v0 | gdb | [-18.08 ± 0.40](https://gym.openai.com/evaluations/eval_Q3e6IzkWSkisCD8Nlyn3ew) | 2016-04-24 |
| DoubleDunk-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_MdckI0N3TGm9LmMdZSll1Q) | 2016-05-01 |
| Tutankham-v0 | ppwwyyxx | [288.12 ± 0.93](https://gym.openai.com/evaluations/eval_D7pEk2ApRAO7l3RO8q9Gw) | 2016-08-25 |
| Tutankham-v0 | gdb | [13.79 ± 2.07](https://gym.openai.com/evaluations/eval_oOFcHOMcRUyQPUjRGotI6w) | 2016-04-24 |
| LunarLander-v2 | filmo | [304.0](https://gym.openai.com/evaluations/eval_0yehii4RkWoLNszPAxQ) | 2017-07-31 |
| LunarLander-v2 | koltafrickenfer | [550563.0](https://gym.openai.com/evaluations/eval_TVc7549RcmNGE97ICVw) | 2017-07-30 |
| BeamRider-v0 | dgriff777 | [8441.22 ± 221.24](https://gym.openai.com/evaluations/eval_pl5bvWR8Somu8PfFJzTryA) | 2017-06-01 |
| BeamRider-v0 | dgriff777 | [8247.92 ± 221.96](https://gym.openai.com/evaluations/eval_pqTRhOKqTtyfELN7tzWIDg) | 2017-05-31 |
| BeamRider-v0 | dgriff777 | [6932.76 ± 181.90](https://gym.openai.com/evaluations/eval_gSOJdGMSj2GUkoeoGe6sQ) | 2017-05-31 |
| BeamRider-v0 | ppwwyyxx | [5972.48 ± 310.31](https://gym.openai.com/evaluations/eval_KuOYumrjQjixwL0spG0iCA) | 2016-08-18 |
| BeamRider-v0 | steveKapturowski | [5346.04 ± 270.26](https://gym.openai.com/evaluations/eval_HACC1UyiRhWVSNU6ggfQKg) | 2016-10-24 |
| BeamRider-v0 | gdb | [373.80 ± 18.13](https://gym.openai.com/evaluations/eval_DgtaWcRsQGmIVdq0ml7Ow) | 2016-04-24 |
| BeamRider-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_AW3ERh5SRnSBR2AprRS0g) | 2016-05-01 |
| Alien-v0 | ppwwyyxx | [2611.90 ± 104.43](https://gym.openai.com/evaluations/eval_8NR1IvjTQkSIT6En4xSMA) | 2016-08-15 |
| Alien-v0 | araina2 | [223.80 ± 22.98](https://gym.openai.com/evaluations/eval_yzRouTxgS1auUoWQlQvQA) | 2017-04-26 |
| Alien-v0 | gdb | [191.10 ± 19.84](https://gym.openai.com/evaluations/eval_bG4zbz4vRzOly8Duilhb8Q) | 2016-04-24 |
| Robotank-v0 | ppwwyyxx | [59.85 ± 0.99](https://gym.openai.com/evaluations/eval_Gr5c0ld3QACLDPQrGdzbiw) | 2016-08-22 |
| Robotank-v0 | gdb | [2.27 ± 0.18](https://gym.openai.com/evaluations/eval_0fGhNU6XRSGhPX43pmbbA) | 2016-04-24 |
| Venture-v0 | gdb | [0.00 ± 0.00](https://gym.openai.com/evaluations/eval_oiWssD9zSOaNeJSZ82smTg) | 2016-04-24 |
| Boxing-v0 | steveKapturowski | [95.47 ± 0.50](https://gym.openai.com/evaluations/eval_7Ejurno6RTNYbva0f26Og) | 2017-06-23 |
| Boxing-v0 | steveKapturowski | [87.36 ± 0.70](https://gym.openai.com/evaluations/eval_sqcyB2IrQhiO3tmVbm6jAw) | 2017-06-22 |
| Boxing-v0 | steveKapturowski | [76.98 ± 0.90](https://gym.openai.com/evaluations/eval_MJxFKW65Q3SYlxp98qX6xA) | 2017-06-22 |
| Boxing-v0 | steveKapturowski | [63.66 ± 1.76](https://gym.openai.com/evaluations/eval_SLzCd7rpSimnagRVECmeig) | 2017-06-22 |
| Boxing-v0 | lusob | [59.35 ± 3.19](https://gym.openai.com/evaluations/eval_Mscv3SruAPYFOzs2sOw) | 2016-08-22 |
| Boxing-v0 | lusob | [nan](https://gym.openai.com/evaluations/eval_6jJoEl9rT5OK5vv0zUN83w) | 2016-08-22 |
| Boxing-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_UeIzh0PPRaSpOFL0RGAUPA) | 2016-05-01 |
| Boxing-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_5e9I0pzUTsCfyJkqODERA) | 2016-05-01 |
| DemonAttack-v0 | ppwwyyxx | [33992.20 ± 727.92](https://gym.openai.com/evaluations/eval_tt21vVaRCKYzWFcg1Kw) | 2016-08-16 |
| DemonAttack-v0 | gdb | [192.10 ± 14.71](https://gym.openai.com/evaluations/eval_o3fKA5vgQOaR3Fg4suYgug) | 2016-04-24 |
| DemonAttack-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_cT7fWTzQ2S4eRnlZ5itEg) | 2016-05-01 |
| DemonAttack-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_k6Y3xse0QSulBHsZmnBwg) | 2016-05-01 |
| Freeway-v0 | steveKapturowski | [31.12 ± 0.09](https://gym.openai.com/evaluations/eval_uFh33hycQl2peDHIpWn6UA) | 2017-06-22 |
| Freeway-v0 | gdb | [0.00 ± 0.00](https://gym.openai.com/evaluations/eval_tWjYG9a7QzqkFe7zyBHNwg) | 2016-04-24 |
| NameThisGame-v0 | ppwwyyxx | [15320.80 ± 162.77](https://gym.openai.com/evaluations/eval_LZqfv706SdOMtR4ZZIwIsg) | 2016-08-26 |
| NameThisGame-v0 | gdb | [2353.80 ± 91.31](https://gym.openai.com/evaluations/eval_xQBdCANXTUOLHNcx2hq6mw) | 2016-04-24 |
| ElevatorAction-v0 | ppwwyyxx | [11377.00 ± 415.12](https://gym.openai.com/evaluations/eval_SqeAouMvR0icRivx2xprZg) | 2016-08-16 |
| ElevatorAction-v0 | gdb | [2153.00 ± 495.59](https://gym.openai.com/evaluations/eval_1SZqXFTRyJEFdBMl7UA) | 2016-04-24 |
| ElevatorAction-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_bsCsyWuQISUx1RlFIXdTA) | 2016-05-01 |
| FishingDerby-v0 | ppwwyyxx | [34.20 ± 1.37](https://gym.openai.com/evaluations/eval_pPLCnFXsTVaayrIboDOs0g) | 2016-08-16 |
| FishingDerby-v0 | gdb | [-93.18 ± 0.35](https://gym.openai.com/evaluations/eval_orLvudHZTweUOQ5hLIwyhA) | 2016-04-24 |
| FishingDerby-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_wWuusMr6RUi7gyvaejBJg) | 2016-05-01 |
| Pendulum-v0 | heerad | [-134.48 ± 9.07](https://gym.openai.com/evaluations/eval_8fed5Yz2TLqtxcMBzKi9Wg) | 2017-08-01 |
| Breakout-v0 | ppwwyyxx | [760.07 ± 18.37](https://gym.openai.com/evaluations/eval_NiKaIN4NSUeEIvWqIgVDrA) | 2017-07-17 |
| Breakout-v0 | dgriff777 | [739.30 ± 18.43](https://gym.openai.com/evaluations/eval_CyVPHgs0S22DiZsWXoPFw) | 2017-05-20 |
| Breakout-v0 | ppwwyyxx | [703.19 ± 19.52](https://gym.openai.com/evaluations/eval_OiRtMxrwSiOwnU1aGD5kCw) | 2017-04-30 |
| Breakout-v0 | fortunto2 | [663.63 ± 21.67](https://gym.openai.com/evaluations/eval_NQ6cZZXTR7y4EJQNV6HOA) | 2017-04-22 |
| Breakout-v0 | hiwonjoon | [422.90 ± 9.78](https://gym.openai.com/evaluations/eval_DKtoUiYuSESwmJOOUWekw) | 2017-07-04 |
| Breakout-v0 | Shmuma | [360.56 ± 12.72](https://gym.openai.com/evaluations/eval_LNLkYiPSoKqL87IwG1g) | 2017-03-25 |
| Breakout-v0 | kkweon | [123.22 ± 9.52](https://gym.openai.com/evaluations/eval_egeY6GRCN7udtFwDjxA) | 2017-06-01 |
| Breakout-v0 | 1nadequacy | [30.59 ± 1.56](https://gym.openai.com/evaluations/eval_PnbXlpV3RqyzovY8xk1aQ) | 2017-04-06 |
| Breakout-v0 | ja3067 | [24.64 ± 1.47](https://gym.openai.com/evaluations/eval_09xbqsQpkTiziOx3KMA) | 2017-07-28 |
| InvertedPendulum-v1 | siddpr | [258.0](https://gym.openai.com/evaluations/eval_LW11hCcHQCONzszBT6uysA) | 2017-05-20 |
| InvertedPendulum-v1 | pat-coady | [660.0](https://gym.openai.com/evaluations/eval_A3TjbgzvToKhlw6vqJKFg) | 2017-07-25 |
| InvertedPendulum-v1 | pat-coady | [663.0](https://gym.openai.com/evaluations/eval_6Nc7hKVLSUK3xsVcfC4ADA) | 2017-07-27 |
| InvertedPendulum-v1 | siddpr | [697.0](https://gym.openai.com/evaluations/eval_nFEiWglETrue2wXQGLMHQ) | 2017-05-20 |
| InvertedPendulum-v1 | clwillingham | [745.0](https://gym.openai.com/evaluations/eval_nOHtclDlTeCwkS7VbLj2Pw) | 2016-12-05 |
| InvertedPendulum-v1 | seba-1511 | [6012.0](https://gym.openai.com/evaluations/eval_XV17MxasR9GmupaP5brTEQ) | 2016-11-17 |
| InvertedPendulum-v1 | hyunjun529 | [7658.0](https://gym.openai.com/evaluations/eval_szmwUr3BTZK1STZF1pJxqg) | 2017-07-24 |
| VideoPinball-v0 | ppwwyyxx | [140155.80 ± 12624.27](https://gym.openai.com/evaluations/eval_PWwzNhVFR2CxjYvEsPfT1g) | 2016-08-16 |
| VideoPinball-v0 | gdb | [26641.87 ± 2779.91](https://gym.openai.com/evaluations/eval_8umZO6YPQUOS6ZgyTUtwKg) | 2016-04-24 |
| VideoPinball-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_j4ysiHMhS9qSTca4tBvXyw) | 2016-05-01 |
| Roulette-v0 | tanemaki | [4.34 ± 2.99](https://gym.openai.com/evaluations/eval_DFWdtrdSCikuZWwf8HN8A) | 2016-05-07 |
| Roulette-v0 | gdb | [1.70 ± 1.51](https://gym.openai.com/evaluations/eval_UFV16qbdTraYLs9HnKomQ) | 2016-05-07 |
| Roulette-v0 | gdb | [-0.83 ± 1.04](https://gym.openai.com/evaluations/eval_23e7umhxT2qqAoMM9m2RcA) | 2016-04-24 |
| SpaceInvaders-v0 | dgriff777 | [5808.45 ± 337.28](https://gym.openai.com/evaluations/eval_K69ZjwAnSdOzN7lnUblqA) | 2017-06-13 |
| SpaceInvaders-v0 | dgriff777 | [5582.50 ± 329.68](https://gym.openai.com/evaluations/eval_ugxqYA1QnGygifjBquq4w) | 2017-06-11 |
| SpaceInvaders-v0 | dgriff777 | [4232.05 ± 210.61](https://gym.openai.com/evaluations/eval_bbfnihTxSDq3DJ05r0nYlg) | 2017-06-10 |
| SpaceInvaders-v0 | ppwwyyxx | [3985.35 ± 302.84](https://gym.openai.com/evaluations/eval_F1C8O1qZSsyQyMqWSpxUuA) | 2017-04-30 |
| SpaceInvaders-v0 | xinshuoweng | [384.80 ± 17.23](https://gym.openai.com/evaluations/eval_yXqf7GCQeSjx5fAnwq0Q) | 2017-03-30 |
| SpaceInvaders-v0 | xinshuoweng | [377.40 ± 16.28](https://gym.openai.com/evaluations/eval_rP2YFwuXRYCAq87GnGrewA) | 2017-03-30 |
| SpaceInvaders-v0 | xinshuoweng | [359.30 ± 14.76](https://gym.openai.com/evaluations/eval_v8IwHCjORzyRbJY7dMkrg) | 2017-03-30 |
| SpaceInvaders-v0 | xinshuoweng | [325.40 ± 12.77](https://gym.openai.com/evaluations/eval_wrR6feVgTSGbqjqxgBzeMg) | 2017-03-30 |
| SpaceInvaders-v0 | xinshuoweng | [283.15 ± 15.25](https://gym.openai.com/evaluations/eval_jJ5WrKGTEiHz4yDU3jPjw) | 2017-03-30 |
| SpaceInvaders-v0 | xinshuoweng | [275.70 ± 12.35](https://gym.openai.com/evaluations/eval_cnjdLKOT7SwxzS5554wQ) | 2017-03-30 |
| SpaceInvaders-v0 | xinshuoweng | [272.85 ± 17.03](https://gym.openai.com/evaluations/eval_2NcsoG4WT5S3VKot2oHhGA) | 2017-03-30 |
| SpaceInvaders-v0 | xinshuoweng | [265.60 ± 16.94](https://gym.openai.com/evaluations/eval_IrvI8uQwT6egsGQy3rL7w) | 2017-03-30 |
| SpaceInvaders-v0 | xinshuoweng | [262.85 ± 15.68](https://gym.openai.com/evaluations/eval_PtQ2dtXBRnaruUe0bs2Og) | 2017-03-29 |
| SpaceInvaders-v0 | xinshuoweng | [255.25 ± 16.58](https://gym.openai.com/evaluations/eval_86LDH00RE2gURqx90aw) | 2017-03-30 |
| SpaceInvaders-v0 | xinshuoweng | [248.40 ± 17.84](https://gym.openai.com/evaluations/eval_MpgFAG8rTsmJQWbogZ3Mzw) | 2017-03-30 |
| SpaceInvaders-v0 | xinshuoweng | [240.30 ± 17.06](https://gym.openai.com/evaluations/eval_96Usd2XgSMK5O7u5DqBhA) | 2017-03-30 |
| SpaceInvaders-v0 | xinshuoweng | [220.35 ± 8.86](https://gym.openai.com/evaluations/eval_PyZVW0AVRKmp6leT9ZTWIg) | 2017-03-29 |
| SpaceInvaders-v0 | xinshuoweng | [183.55 ± 13.19](https://gym.openai.com/evaluations/eval_7jFbd2ORGWuIL8HpLDRBw) | 2017-03-30 |
| SpaceInvaders-v0 | xinshuoweng | [180.00 ± 0.00](https://gym.openai.com/evaluations/eval_LjhY0VpoTgmKfp5DrEtfFg) | 2017-03-30 |
| SpaceInvaders-v0 | xinshuoweng | [180.00 ± 0.00](https://gym.openai.com/evaluations/eval_6F9rngp8SySGKCTpLEJNtw) | 2017-03-30 |
| DuplicatedInput-v0 | blole | [111.0](https://gym.openai.com/evaluations/eval_KsY6dwn7QpuVCTt5YLaXA) | 2016-05-17 |
| DuplicatedInput-v0 | colinmorris | [318.0](https://gym.openai.com/evaluations/eval_zepBNZmRNGlss9URiapA) | 2016-10-17 |
| DuplicatedInput-v0 | colinmorris | [3980.0](https://gym.openai.com/evaluations/eval_5PlrBv8wRNGI2J1lp3otUA) | 2016-09-30 |
| DuplicatedInput-v0 | wojzaremba | [10199.0](https://gym.openai.com/evaluations/eval_6dr7m1ORAyiESxAOon3jQ) | 2016-04-25 |
| DuplicatedInput-v0 | wojzaremba | [17243.0](https://gym.openai.com/evaluations/eval_8gVhW6QR062bHnFa3M4vA) | 2016-04-26 |
| DuplicatedInput-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_c6GuGYjhSVCFTmZRuJev5w) | 2016-05-01 |
| DuplicatedInput-v0 | gdb | [nan](https://gym.openai.com/evaluations/eval_NSXTGbIPReHSTM00T65yg) | 2016-04-24 |
| Qbert-ram-v0 | Guillem-db | [18422.00 ± 757.23](https://gym.openai.com/evaluations/eval_dJjksNFuSGKPSYPv09JWdg) | 2017-06-19 |
| AirRaid-v0 | ppwwyyxx | [2727.00 ± 109.87](https://gym.openai.com/evaluations/eval_zIeNk5MxSGOmvGEUxrZDUw) | 2016-08-09 |
| AirRaid-v0 | gdb | [639.25 ± 46.88](https://gym.openai.com/evaluations/eval_JwmbKjd2QUSGx6xbqG8azg) | 2016-04-24 |
| AirRaid-v0 | justheuristic | [470.75 ± 25.23](https://gym.openai.com/evaluations/eval_sG25QUm5SImJAN0m9nZqQ) | 2016-05-03 |
| AirRaid-v0 | justheuristic | [245.00 ± 18.44](https://gym.openai.com/evaluations/eval_qXkbOOEOSZ6lBq8FKXHOEQ) | 2016-04-30 |
| AirRaid-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_YODdQEATz2xpUzF0RNg) | 2016-05-01 |
| AirRaid-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_EGQzqdw4RUeBPkqXh6cQLA) | 2016-05-01 |
| AirRaid-v0 | justheuristic | [nan](https://gym.openai.com/evaluations/eval_IGAcUaxRSSHz7RUCgwX9w) | 2016-04-29 |
| Krull-v0 | ppwwyyxx | [6100.47 ± 135.51](https://gym.openai.com/evaluations/eval_dfOS2WzhTh6sn1FuPS9HA) | 2016-08-22 |
| Krull-v0 | gdb | [1654.66 ± 49.69](https://gym.openai.com/evaluations/eval_Ic97hPnRueaPaoMjYpWA) | 2016-04-24 |
| Riverraid-v0 | ppwwyyxx | [14185.50 ± 170.09](https://gym.openai.com/evaluations/eval_OU4x3DkTfm4uaXy6CIaXg) | 2016-08-23 |
| Riverraid-v0 | Shmuma | [1839.90 ± 19.37](https://gym.openai.com/evaluations/eval_wvCQNYRe6ibsIceLMqQ) | 2017-03-10 |
| Riverraid-v0 | israelzuniga | [1590.00 ± 33.04](https://gym.openai.com/evaluations/eval_dkgb3BKUTRWB45YZMJSDew) | 2017-04-21 |
| Riverraid-v0 | gdb | [1584.10 ± 40.98](https://gym.openai.com/evaluations/eval_zM7RRAr1Q4CyoxtjKaynZA) | 2016-04-24 |
| Riverraid-v0 | gdisneyleugers | [nan](https://gym.openai.com/evaluations/eval_KloEOGIUT1GqfimMN5Gt7Q) | 2016-05-01 |
| Kangaroo-v0 | ppwwyyxx | [6540.00 ± 207.07](https://gym.openai.com/evaluations/eval_TNJiLB8fTqOPfvINnPXoQ) | 2016-08-25 |
| Kangaroo-v0 | gdb | [68.00 ± 13.78](https://gym.openai.com/evaluations/eval_kw7NK9GTQQqnY3dsVkGHbA) | 2016-04-24 |

## References

[1]. [OpenAI Gym](https://gym.openai.com/), Brockman, 2016
[2]. [OpenAI Gym Benchmark](https://github.com/namakemono/openai-gym-benchmark/blob/master/scoreboard/openai_gym_scoreboard-2017-08-05.csv), namakemono, 2017