Upload PPO PongNoFrameskip-v4 trained agent
Browse files- README.md +37 -0
- config.json +0 -0
- ppo-PongNoFrameskip-v4.zip +3 -0
- ppo-PongNoFrameskip-v4/_stable_baselines3_version +1 -0
- ppo-PongNoFrameskip-v4/data +0 -0
- ppo-PongNoFrameskip-v4/policy.optimizer.pth +3 -0
- ppo-PongNoFrameskip-v4/policy.pth +3 -0
- ppo-PongNoFrameskip-v4/pytorch_variables.pth +3 -0
- ppo-PongNoFrameskip-v4/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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- PongNoFrameskip-v4
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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: PongNoFrameskip-v4
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type: PongNoFrameskip-v4
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metrics:
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- type: mean_reward
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value: -12.20 +/- 2.09
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name: mean_reward
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verified: false
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---
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# **PPO** Agent playing **PongNoFrameskip-v4**
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This is a trained model of a **PPO** agent playing **PongNoFrameskip-v4**
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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-PongNoFrameskip-v4.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:f4e71a4fe6dbeb3b156fa8b0bf77a952020faa1f091391f17aa6fd74a1b7d750
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size 20588210
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ppo-PongNoFrameskip-v4/_stable_baselines3_version
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2.0.0a5
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ppo-PongNoFrameskip-v4/data
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ppo-PongNoFrameskip-v4/policy.optimizer.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:c13d44e2e317532b5e43747a4f1d7136e97847890ec8978f0ae39f71b251b663
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size 13511786
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ppo-PongNoFrameskip-v4/policy.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:255686458c98939ff68710812e16542f9afc09420e1b1713da4b7c6638aee556
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size 6758258
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ppo-PongNoFrameskip-v4/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-PongNoFrameskip-v4/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: 2.3.1+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 (167 kB). View file
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results.json
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{"mean_reward": -12.2, "std_reward": 2.0880613017821097, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2024-08-10T17:40:58.155677"}
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