Upload DQN Pong-v4 pretrained agent
Browse files- DQN-Pong_v4_v12.zip +3 -0
- DQN-Pong_v4_v12/_stable_baselines3_version +1 -0
- DQN-Pong_v4_v12/data +0 -0
- DQN-Pong_v4_v12/policy.optimizer.pth +3 -0
- DQN-Pong_v4_v12/policy.pth +3 -0
- DQN-Pong_v4_v12/pytorch_variables.pth +3 -0
- DQN-Pong_v4_v12/system_info.txt +9 -0
- README.md +37 -0
- config.json +0 -0
- replay.mp4 +0 -0
- results.json +1 -0
DQN-Pong_v4_v12.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:8d1bfe32f8d4f79064db19624d63f1b177ef786cb6683ff8b37cc4a8ca6e353f
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size 27256912
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DQN-Pong_v4_v12/_stable_baselines3_version
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2.2.1
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DQN-Pong_v4_v12/data
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DQN-Pong_v4_v12/policy.optimizer.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:3fd4eaf677423554e9836a8912e7fe510d92fdde2e15ed8967a168618b4119a9
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size 13506108
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DQN-Pong_v4_v12/policy.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:96325bf9412ebabe543d83c021b84d6bd7aecc257c56af9bdd29d869711e1bf1
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size 13505370
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DQN-Pong_v4_v12/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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DQN-Pong_v4_v12/system_info.txt
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- OS: Linux-6.1.58+-x86_64-with-glibc2.35 # 1 SMP PREEMPT_DYNAMIC Sat Nov 18 15:31:17 UTC 2023
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- Python: 3.10.12
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- Stable-Baselines3: 2.2.1
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- PyTorch: 2.2.1+cu121
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- GPU Enabled: True
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- Numpy: 1.25.2
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- Cloudpickle: 2.2.1
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- Gymnasium: 0.29.1
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- OpenAI Gym: 0.25.2
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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: DQN
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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: -21.00 +/- 0.00
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name: mean_reward
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verified: false
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---
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# **DQN** Agent playing **PongNoFrameskip-v4**
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This is a trained model of a **DQN** 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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replay.mp4
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results.json
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{"mean_reward": -21.0, "std_reward": 0.0, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2024-03-31T11:18:13.313771"}
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