๐ The Deep Reinforcement Learning Course Leaderboard ๐
This is the leaderboard of trained agents during the Deep Reinforcement Learning Course. A free course from beginner to expert.
We only display the best 100 models
If you want to find yours, type your user id and click on Search my models. You can click on the model's name to be redirected to its model card, including documentation.
How are the results calculated?
We use lower bound result to sort the models: mean_reward - std_reward.
I can't find my model ๐ญ
The leaderboard is updated every two hours if you can't find your models, just wait for the next update.
The Deep RL Course
๐ค You want to try to train your agents? Check the Hugging Face free Deep Reinforcement Learning Course ๐ค .
๐ง There is an environment missing? Please open an issue.
LunarLander-v2 ๐
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Simply type your user id to find your models
Ranking | User | Model | Results | Mean Reward | Std Reward |
|---|---|---|---|---|---|
100 | 301.23999999999995 | 370.25 | 20.43 |
CartPole-v1
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Simply type your user id to find your models
Ranking | User | Model | Results | Mean Reward | Std Reward |
|---|---|---|---|---|---|
100 | 1382.7699999999995 | 406707.5 | 320436.5 |
FrozenLake-v1-4x4-no_slippery โ๏ธ
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Simply type your user id to find your models
Ranking | User | Model | Results | Mean Reward | Std Reward |
|---|---|---|---|---|---|
100 | 211.83 | 500.5 | 288.67 |
FrozenLake-v1-8x8-no_slippery โ๏ธ
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Ranking | User | Model | Results | Mean Reward | Std Reward |
|---|---|---|---|---|---|
100 | 1 | 1 | 0 |
FrozenLake-v1-4x4 โ๏ธ
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Ranking | User | Model | Results | Mean Reward | Std Reward |
|---|---|---|---|---|---|
100 | 0.6000000000000001 | 0.95 | 0.12 |
FrozenLake-v1-8x8 โ๏ธ
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Simply type your user id to find your models
Ranking | User | Model | Results | Mean Reward | Std Reward |
|---|---|---|---|---|---|
100 | -0.0399999999999999 | 0.97 | 0.17 |
Taxi-v3 ๐
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Simply type your user id to find your models
Ranking | User | Model | Results | Mean Reward | Std Reward |
|---|---|---|---|---|---|
100 | 161.28000000000003 | 382.85 | 221.57 |
CarRacing-v0 ๐๏ธ
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Simply type your user id to find your models
Ranking | User | Model | Results | Mean Reward | Std Reward |
|---|---|---|---|---|---|
10 | 500.25000000000006 | 896.87 | 176.26 |
CarRacing-v2 ๐๏ธ
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Simply type your user id to find your models
Ranking | User | Model | Results | Mean Reward | Std Reward |
|---|---|---|---|---|---|
10 | 352.05999999999995 | 902.33 | 125.12 |
MountainCar-v0 โฐ๏ธ
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Ranking | User | Model | Results | Mean Reward | Std Reward |
|---|---|---|---|---|---|
100 | -130.01999999999998 | -110.88 | -1000 |
SpaceInvadersNoFrameskip-v4 ๐พ
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Ranking | User | Model | Results | Mean Reward | Std Reward |
|---|---|---|---|---|---|
100 | 1994.2999999999995 | 2510.31 | 3562.06 |
PongNoFrameskip-v4 ๐พ
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Ranking | User | Model | Results | Mean Reward | Std Reward |
|---|---|---|---|---|---|
100 | -0.0399999999999991 | 20.95 | -1000 |
BreakoutNoFrameskip-v4 ๐งฑ
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Ranking | User | Model | Results | Mean Reward | Std Reward |
|---|---|---|---|---|---|
100 | 397.94999999999993 | 424.81 | 206.31 |
QbertNoFrameskip-v4 ๐ฆ
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Ranking | User | Model | Results | Mean Reward | Std Reward |
|---|---|---|---|---|---|
10 | 8474.689999999999 | 16071.88 | 8863.18 |
BipedalWalker-v3
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Ranking | User | Model | Results | Mean Reward | Std Reward |
|---|---|---|---|---|---|
10 | -11.110000000000014 | -119.12 | 101.52 |
Walker2DBulletEnv-v0
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Ranking | User | Model | Results | Mean Reward | Std Reward |
|---|---|---|---|---|---|
10 | 2285.6600000000003 | 2674.29 | 566.59 |
AntBulletEnv-v0
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Ranking | User | Model | Results | Mean Reward | Std Reward |
|---|---|---|---|---|---|
100 | 3421.2200000000003 | 3578.87 | 113.88 |
HalfCheetahBulletEnv-v0
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Ranking | User | Model | Results | Mean Reward | Std Reward |
|---|---|---|---|---|---|
10 | 2431.4300000000003 | -1605.41 | 1132.58 |
PandaReachDense-v2
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Ranking | User | Model | Results | Mean Reward | Std Reward |
|---|---|---|---|---|---|
100 | -0.4499999999999999 | -0.19 | 0.08 |
PandaReachDense-v3
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Ranking | User | Model | Results | Mean Reward | Std Reward |
|---|---|---|---|---|---|
100 | -0.1699999999999999 | -0.12 | 0.05 |
Pixelcopter-PLE-v0
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Simply type your user id to find your models
Ranking | User | Model | Results | Mean Reward | Std Reward |
|---|---|---|---|---|---|
100 | 270.81999999999994 | 183.17 | 169.58 |