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# 3.1 Variables and Strings | Nighthawk Pages
Team Teach String Operations
[https://nighthawkcoders.github.io/portfolio_2025/csp/big-idea/3-1/p1](https://nighthawkcoders.github.io/portfolio_2025/csp…
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## 一言でいうと
Model Baseの手法で学習を行う際に、環境全体をモデル化するのでなく、局所的なパートだけモデル化して(このとき戦略も線形化する)、戦略の勾配を推定するという手法。これにより環境全体をモデル化する必要なしにModel Baseによる効率的な学習が可能になる。
 to generate interactive audio lessons that engage users i…
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http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.109.318&rep=rep1&type=pdf
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http://mllab.csa.iisc.ernet.in/html/pubs/chiru_chakrabarti_KDD_08.pdf
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# Prepare Dataset for AccentOptimizer
**Description:**
We need to prepare a suitable dataset for training the pronunciation evaluation machine learning model. This dataset should include audio s…
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### Environment
- **Qiskit Machine Learning version**:
Name: qiskit-machine-learning
Version: 0.8.0
(I have tried 0.7, 0.5 ...)
- **Python version**:
Python 3.9.20
- **Operating system**:
…
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### Proposal
Add support for environments with `Graph` observation spaces in `AsyncVectorEnv` in Gymnasium. Currently, `AsyncVectorEnv` assumes observations can be stacked in a typical array-like for…