https://github.com/openagi/deeprl

Tensorflow framework for deep reinforcement learning
https://github.com/openagi/deeprl

deep-reinforcement-learning reinforcement-learning-algorithms tensorflow-framework

Last synced: 9 months ago
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Tensorflow framework for deep reinforcement learning

• Host: GitHub
• URL: https://github.com/openagi/deeprl
• Owner: openAGI
• License: mit
• Created: 2016-11-13T17:49:02.000Z (about 9 years ago)
• Default Branch: master
• Last Pushed: 2017-08-30T20:09:28.000Z (over 8 years ago)
• Last Synced: 2025-03-26T06:41:48.986Z (9 months ago)
• Topics: deep-reinforcement-learning, reinforcement-learning-algorithms, tensorflow-framework
• Language: Python
• Homepage:
• Size: 58.6 KB
• Stars: 4
• Watchers: 2
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# DEEP REINFORCEMENT LEARNING tensorflow framework

        

1. contains implemention of dueling network with double q network 

   Hado van Hasselt, Arthur Guez, David Silver, "Deep Reinforcement Learning with Double Q-learning"

2. Easy to implement deeprl models

3. trainer class

## Implementation

   1. Actor Critic DDPG

   2. Q value 

   3. Double Q value

   4. Simple Policy gradient

 

# Requirements

    1. Tensorflow

    2. tqdm

    3. gym

    4. scipy or opencv (python)  

    5. Easydict