https://github.com/gautam-j/deep-q-learning

Double DQN on custom environment using PyGame
https://github.com/gautam-j/deep-q-learning

deep-q-learning deep-reinforcement-learning double-dqn dqn dqn-tensorflow pygame reinforcement-learning

Last synced: 3 months ago
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Double DQN on custom environment using PyGame

• Host: GitHub
• URL: https://github.com/gautam-j/deep-q-learning
• Owner: Gautam-J
• License: mit
• Created: 2020-04-20T14:26:39.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2023-01-23T12:18:03.000Z (over 3 years ago)
• Last Synced: 2025-03-14T07:11:28.388Z (over 1 year ago)
• Topics: deep-q-learning, deep-reinforcement-learning, double-dqn, dqn, dqn-tensorflow, pygame, reinforcement-learning
• Language: Python
• Size: 176 KB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Deep-q-Learning

Double DQN on custom environment using PyGame.

Trained using soft update of target model method on Google Colab.

## Trained Agent

![](./readme_media/game.gif)