Upload Recurrent PPO LunarLander-v2 trained agent
Browse files- README.md +37 -0
- config.json +0 -0
- recurrent-ppo-LunarLander-v2.zip +3 -0
- recurrent-ppo-LunarLander-v2/_stable_baselines3_version +1 -0
- recurrent-ppo-LunarLander-v2/data +0 -0
- recurrent-ppo-LunarLander-v2/policy.optimizer.pth +3 -0
- recurrent-ppo-LunarLander-v2/policy.pth +3 -0
- recurrent-ppo-LunarLander-v2/pytorch_variables.pth +3 -0
- recurrent-ppo-LunarLander-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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- LunarLander-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: Recurrent-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: LunarLander-v2
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type: LunarLander-v2
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metrics:
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- type: mean_reward
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value: 256.09 +/- 67.83
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name: mean_reward
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verified: false
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---
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# **Recurrent-PPO** Agent playing **LunarLander-v2**
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This is a trained model of a **Recurrent-PPO** agent playing **LunarLander-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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recurrent-ppo-LunarLander-v2.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:85158a2c913608fbca3d64b11ce3e9287fdc25c7950802edb5287003a8e49cc3
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size 7163656
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recurrent-ppo-LunarLander-v2/_stable_baselines3_version
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2.2.1
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recurrent-ppo-LunarLander-v2/data
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recurrent-ppo-LunarLander-v2/policy.optimizer.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:58efff548be812ab329b242bfa262cae234b802559d749c8e9076cda2883ed16
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size 4707042
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recurrent-ppo-LunarLander-v2/policy.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:f7b41ca809935b2cf0cf997064bc6b97e5821c805e7751fd0167bd269b60d8c2
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size 2350956
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recurrent-ppo-LunarLander-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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recurrent-ppo-LunarLander-v2/system_info.txt
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- OS: Linux-5.15.120+-x86_64-with-glibc2.35 # 1 SMP Wed Aug 30 11:19:59 UTC 2023
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- Python: 3.10.12
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- Stable-Baselines3: 2.2.1
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- PyTorch: 2.1.0+cu118
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- GPU Enabled: True
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- Numpy: 1.23.5
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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 (119 kB). View file
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results.json
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{"mean_reward": 256.0875258773587, "std_reward": 67.82557381288308, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2023-12-06T12:40:09.470164"}
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