sun1638650145
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Commit
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a7bb3be
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Parent(s):
939a61e
Push Q-Learning agent to Hub
Browse files- .gitattributes +1 -0
- README.md +35 -0
- q-learning.pkl +0 -0
- replay.mp4 +3 -0
- results.json +1 -0
.gitattributes
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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tags:
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- Taxi-v3
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- q-learning
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- reinforcement-learning
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- custom-implementation
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model-index:
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- name: q-Taxi-v3
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results:
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- metrics:
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- type: mean_reward
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value: 7.54 +/- 2.73
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name: mean_reward
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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: Taxi-v3
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type: Taxi-v3
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---
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# 使用**Q-Learning**智能体来玩**Taxi-v3**
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这是一个使用**Q-Learning**训练有素的模型玩**Taxi-v3**.
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## 用法
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```python
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model = load_from_hub(repo_id='sun1638650145/q-Taxi-v3', filename='q-learning.pkl')
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# 不要忘记检查是否需要添加额外的参数(例如is_slippery=False)
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env = gym.make(model['env_id'])
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evaluate_agent(env, model['max_steps'], model['n_eval_episodes'], model['qtable'], model['eval_seed'])
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```
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q-learning.pkl
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Binary file (24.6 kB). View file
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replay.mp4
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version https://git-lfs.github.com/spec/v1
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oid sha256:2a8a7fe3605748150795f030ac373f0de4db6e46b6a5e8a57e18eafc1a069698
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size 125252
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results.json
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{"env_id": "Taxi-v3", "mean_reward": 7.54, "n_eval_episodes": 100, "eval_datetime": "2022-06-19T17:00:38.314689"}
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