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### Is there an existing issue for this?
- [X] I have searched the existing issues
### Feature Description
I want to add content under Approximation algorithms which is an advanced class of algos.
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@fcx-Mars 可以用help()查看到算法描述及参考文献,更详细的算法细节在对应的参考文献《Genetic Algorithms in Search, Optimization and Machine Learning》的76页,大致如下图:
![image](https://user-images.githubusercontent.com/42562919/…
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Situation:
I did a test about 'employee scheduling' task (modified according to our problem) on optapy. When we gave a best plan case (0 Hard and 0 soft) to optapy as initial state (shift_list dat…
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Implement the necessary components to perform multiobjective optimization. The NSGA-II algorithm should be able to be implemented and benchmarks should be available to test the algorithms.
Since th…
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https://github.com/AI4Finance-Foundation/FinRL-Tutorials/blob/master/4-Optimization/FinRL_HyperparameterTuning_using_Optuna_basic.ipynb
I am getting the following error while recreating the above n…
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Ideas for some more multiobjective optimization algorithms to include in BlueM.Opt. No idea how these compare to PES:
### NSGA II
K. Deb, A. Pratap, S. Agarwal and T. Meyarivan, "A fast and elitis…
jamaa updated
9 months ago
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I would like to suggest adding Optimization functions, machine learning and deep learning algorithms in this repository. This can be added in a separate folder called `machine_learning` folder. Furthe…
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- Multithreaded frame capture implemented by @jimekevin
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## 一言でいうと
Policy gradientは様々なタスクで利用されているが、戦略の更新幅の設定が難しく、小さいと収束が遅くなり大きいと学習が破綻する問題があった。そこで、TRPOという更新前後の戦略分布の距離を制約にするモデルをベースに、より計算を簡略化したPPOという手法を開発した。
### 論文リンク
https://openai-public.s3-us-west-…