Rudder-AmitBirmal
commited on
Upload PPO LunarLander-v2 trained agent
Browse files- README.md +37 -0
- config.json +0 -0
- ppo-CarRacing-v2.zip +3 -0
- ppo-CarRacing-v2/_stable_baselines3_version +1 -0
- ppo-CarRacing-v2/data +0 -0
- ppo-CarRacing-v2/policy.optimizer.pth +3 -0
- ppo-CarRacing-v2/policy.pth +3 -0
- ppo-CarRacing-v2/pytorch_variables.pth +3 -0
- ppo-CarRacing-v2/system_info.txt +9 -0
- replay.mp4 +0 -0
- results.json +1 -0
README.md
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---
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library_name: stable-baselines3
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tags:
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- CarRacing-v2
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- deep-reinforcement-learning
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- reinforcement-learning
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- stable-baselines3
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model-index:
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- name: PPO
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results:
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- task:
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type: reinforcement-learning
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name: reinforcement-learning
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dataset:
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name: CarRacing-v2
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type: CarRacing-v2
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metrics:
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- type: mean_reward
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value: 318.65 +/- 115.01
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name: mean_reward
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verified: false
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---
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# **PPO** Agent playing **CarRacing-v2**
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This is a trained model of a **PPO** agent playing **CarRacing-v2**
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using the [stable-baselines3 library](https://github.com/DLR-RM/stable-baselines3).
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## Usage (with Stable-baselines3)
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TODO: Add your code
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```python
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from stable_baselines3 import ...
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from huggingface_sb3 import load_from_hub
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...
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```
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config.json
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ppo-CarRacing-v2.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:b75cbfce4b2380f4a018f219da682ceea572212e640230e31cdd5186e2d99a48
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size 26733271
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ppo-CarRacing-v2/_stable_baselines3_version
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2.0.0a5
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ppo-CarRacing-v2/data
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ppo-CarRacing-v2/policy.optimizer.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:d7b9033985ffb74c3d9723d08c4e8c51ac6b21e7fb09bca6c454a252e80bae8a
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size 17416033
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ppo-CarRacing-v2/policy.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:5877496fe99a6ec451d3b065ac4d162e56895129b95b51ebfdb40a05ca151196
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size 8710383
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ppo-CarRacing-v2/pytorch_variables.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:0c35cea3b2e60fb5e7e162d3592df775cd400e575a31c72f359fb9e654ab00c5
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size 864
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ppo-CarRacing-v2/system_info.txt
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- OS: Linux-6.1.85+-x86_64-with-glibc2.35 # 1 SMP PREEMPT_DYNAMIC Thu Jun 27 21:05:47 UTC 2024
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- Python: 3.10.12
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- Stable-Baselines3: 2.0.0a5
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- PyTorch: 2.4.1+cu121
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- GPU Enabled: True
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- Numpy: 1.26.4
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- Cloudpickle: 2.2.1
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- Gymnasium: 0.28.1
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- OpenAI Gym: 0.25.2
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replay.mp4
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Binary file (846 kB). View file
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results.json
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{"mean_reward": 318.6465285360813, "std_reward": 115.01264559398973, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2024-09-29T17:22:45.379805"}
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