Deep Learning Information

Reinforcement Learning

Ping-Pong game

• Ping-Pong game using Reinforcement Learing
• Korean Translation

OpenAI Gym Site

• OpenAI Gym used by Ping-Pong game

  This site provides the inforamtion about various games using Reinforcement Learning.

• The following is how to use Gym site

  git clone https://github.com/openai/gym

  cd gym

  pip install gym

• After installing gym, you have to install enviroment using the following

  sudo -H pip install -e ‘.[atari]’

• please check https://github.com/openai/gym about various environmnets

Ping-Pong game using Policy Gradients

• Ping-Pong game code using Policy Gradients
• The blog about this code

DeepMind Paper about Atari game using Reiforcement Learning

• The paper
• Korean Translation

Atari game code using "Playing Atari with Deep Reinforcement Learning" paper of DeepMind

• https://github.com/spragunr/deep_q_rl

The code using "Human-level control through deep reinforcement learning" of DeepMind

• https://github.com/kuz/DeepMind-Atari-Deep-Q-Learner

  The paper is not free

• The following sites are helpful.

  https://arxiv.org/abs/1312.5602

  http://sanghyukchun.github.io/90/

Image Processing using Deep Learning

The paper about coverting gray picture to color picture using deep learning

• http://hi.cs.waseda.ac.jp/~iizuka/projects/colorization/en/

The code coverting gray picture to color picture using deep learning

• http://www.shun.bz/20160127/1050814061.html