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![779ff07428a278b33235d229a00fc4f](https://github.com/user-attachments/assets/ee5816e4-82a5-4f13-bfb4-925e2709dd46)
![0e12548c9d28a4d28110e8bc63e5f58](https://github.com/user-attachments/assets/d21e9…
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## 一言でいうと
報酬のクリッピングを見直して適応的な正規化(PopArt)を導入したという話。例えばパックマンでは幽霊を食べる、ペレットを取得する、という様々な行動があるがクリッピングするとすべて「+1」になってしまう。このため報酬(実際は価値)を正規化すること対応した。複数ゲームをまとめても効果を確認。
![image](https://user-images.githubuse…
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https://arxiv.org/abs/1706.05064
TMats updated
7 years ago
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Is the process stopping because I requested only 2 ideas to be generated?
I'm also curious about how to obtain the full paper.
I've been waiting for an hour, and the GPT API usage has been stu…
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## 一言でいうと
強化学習において、複雑なタスクを段階的にばらして取り組めるようにする試み。前回から一段階ばらされたタスク、ばらしていないもの、このどちらを実行するかをスイッチしながら実行していくような形になっている。
![image](https://user-images.githubusercontent.com/544269/34287608-9ea2467c-e72b-11…
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## Weekly Notebook Entry — Week 4
### Overview
- **Week Span:** `9/9` to `9/15`
### Tasks for This Week
- [ ] Task 1: Give an overview of the models that were previously used (Multivariate Reg…
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Hi, I'm glad to read about your work "Multi-Task Recommendations with Reinforcement Learning", and I'm very interested in using Reinforcement Learning to solve multi-task recommendations.
Can you pro…
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Hi, I'm glad to read about your work "Multi-Task Recommendations with Reinforcement Learning", and I'm very interested in using Reinforcement Learning to solve multi-task recommendations.
When will …
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when i run it ,it have some problems
File "E:/python_code/Reinforcement_Learning_Team_Q_learnig_MARL_Multi_Agent_UAV_Spectrum_task-main/Reinforcement_Learning_Team_Q_learnig_MARL_Multi_Agent_UAV_Sp…
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Exploring the concept of autonomous machines, particularly within the context of directions (navigation, decision-making, etc.), involves several technical aspects that combine elements of artificial …