https://github.com/muupan/dqn-in-the-caffe

An implementation of Deep Q-Network using Caffe
https://github.com/muupan/dqn-in-the-caffe

Last synced: about 2 months ago
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An implementation of Deep Q-Network using Caffe

• Host: GitHub
• URL: https://github.com/muupan/dqn-in-the-caffe
• Owner: muupan
• License: mit
• Created: 2014-10-20T22:48:06.000Z (almost 10 years ago)
• Default Branch: master
• Last Pushed: 2016-11-08T08:56:26.000Z (almost 8 years ago)
• Last Synced: 2024-06-12T01:51:10.609Z (3 months ago)
• Language: C++
• Homepage:
• Size: 122 KB
• Stars: 213
• Watchers: 16
• Forks: 117
• Open Issues: 14
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
DQN-in-the-Caffe

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DQN-in-the-Caffe is an implementation of Deep Q-Network using Caffe.

Requirements

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- Caffe (with two pull requests and minor fixes on them)

 - https://github.com/BVLC/caffe/pull/1228 for step execution of solving

 - https://github.com/BVLC/caffe/pull/1122 for AdaDelta solver

 - At the moment my forked repository's dqn branch https://github.com/muupan/caffe/tree/dqn can be used with DQN-in-the-Caffe

- Arcade Learning Environment

- etc.

Algorithm Details

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See http://www.cs.toronto.edu/~vmnih/docs/dqn.pdf for the details of DQN.

Demo

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https://www.youtube.com/watch?v=p88R2_3yWPA