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eshwarprasadS
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CarRacing_CNN_PPO

Reinforcement Learning
stable-baselines3
CarRacing-v0
deep-reinforcement-learning
Eval Results
Model card Files
xet
Community
eshwarprasadS commited on
Commit
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1 Parent(s): 0f47df2

Push PPO Agent for CarRacing

Browse files
Files changed (11) hide show
  1. PPO_CNN_CarRacing.zip +3 -0
  2. PPO_CNN_CarRacing/_stable_baselines3_version +1 -0
  3. PPO_CNN_CarRacing/data +0 -0
  4. PPO_CNN_CarRacing/policy.optimizer.pth +3 -0
  5. PPO_CNN_CarRacing/policy.pth +3 -0
  6. PPO_CNN_CarRacing/pytorch_variables.pth +3 -0
  7. PPO_CNN_CarRacing/system_info.txt +7 -0
  8. README.md +1 -1
  9. config.json +0 -0
  10. replay.mp4 +2 -2
  11. results.json +1 -1
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+ - OS: Linux-5.10.147+-x86_64-with-glibc2.29 # 1 SMP Sat Dec 10 16:00:40 UTC 2022
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+ - Python: 3.8.10
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+ - Stable-Baselines3: 1.7.0
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+ - PyTorch: 1.13.1+cu116
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+ - GPU Enabled: True
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+ - Numpy: 1.21.6
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+ - Gym: 0.21.0
README.md CHANGED
@@ -16,7 +16,7 @@ model-index:
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  type: CarRacing-v0
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  metrics:
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  - type: mean_reward
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- value: 153.28 +/- 117.71
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  name: mean_reward
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  verified: false
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  ---
 
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  type: CarRacing-v0
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  metrics:
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  - type: mean_reward
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+ value: 191.75 +/- 94.74
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  name: mean_reward
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  verified: false
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  ---
config.json CHANGED
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results.json CHANGED
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- {"mean_reward": 153.27774166315794, "std_reward": 117.7100965950417, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2023-02-06T11:07:48.947009"}
 
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