https://github.com/adilzouitine/paper_notes

[WIP] Note on the research papers I read :squirrel:
https://github.com/adilzouitine/paper_notes

deep-learning deep-reinforcement-learning paper-notes

Last synced: 29 days ago
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[WIP] Note on the research papers I read :squirrel:

• Host: GitHub
• URL: https://github.com/adilzouitine/paper_notes
• Owner: AdilZouitine
• Created: 2019-04-04T18:31:08.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-05-15T11:06:48.000Z (over 5 years ago)
• Last Synced: 2024-10-13T10:50:40.732Z (2 months ago)
• Topics: deep-learning, deep-reinforcement-learning, paper-notes
• Homepage:
• Size: 204 KB
• Stars: 7
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
The idea is inspired by [Daniel Seita](https://github.com/DanielTakeshi/Paper_Notes) who inspired himself by [Adrian Colyer](https://blog.acolyer.org/about/) and [Denny Britz](https://github.com/dennybritz/deeplearning-papernotes).

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This repository will contain notes from the research papers I have read.

The papers will be sorted by domain and date.

Finally, each paper will be accompanied by a note on my understanding level, the scale will be between 0 and 10.

I will update it over time and through my readings.

**As a beginner, don't hesitate to correct me** :smile:

# Reinforcement Learning 

## 2017

- [Mastering the game of Go without human knowledge](https://github.com/AdilZouitine/paper_notes/blob/master/reinforcement_learning/Mastering-the-game-of-Go-without-human-knowledge.md) (**6**)

- [Rainbow: Combining Improvements in Deep Reinforcement Learning](https://github.com/AdilZouitine/paper_notes/blob/master/reinforcement_learning/Rainbow.md) (**6**)

- [Proximal Policy Optimization Algorithms](https://github.com/AdilZouitine/paper_notes/blob/master/reinforcement_learning/Proximal-Policy-Optimization-Algorithms.md) (**7**)

- [Deep Reinforcement Learning for Active Breast Lesion Detection from DCE-MRI](https://github.com/AdilZouitine/paper_notes/blob/master/reinforcement_learning/Deep-Reinforcement-Learning-for-Active-Breast-Lesion-Detection-from-DCE-MRI.md) (**8**)

## 2015

- [Active Object Localization with Deep Reinforcement Learning](https://github.com/AdilZouitine/paper_notes/blob/master/reinforcement_learning/Active-Object-Localization-with-Deep-Reinforcement-Learning.md) (**7**)

## 2013

- [Playing Atari with Deep Reinforcement Learning](https://github.com/AdilZouitine/paper_notes/blob/master/reinforcement_learning/Playing-Atari-with-Deep-Reinforcement-Learning.md) (**8**)

# Deep learning

## 2015 

- [Learning to Compare Image Patches via Convolutional Neural Networks](https://github.com/AdilZouitine/paper_notes/blob/master/deep_learning/Learning-to-Compare-Image-Patches-via-Convolutional-Neural-Networks.md) (**5**)