https://github.com/opplieam/pong-deep-rl

AI vs Pong - Deep Reinforcement Learning
https://github.com/opplieam/pong-deep-rl

artificial-intelligence deep-learning deep-reinforcement-learning pong-game reinforcement-learning

Last synced: 3 months ago
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AI vs Pong - Deep Reinforcement Learning

• Host: GitHub
• URL: https://github.com/opplieam/pong-deep-rl
• Owner: opplieam
• License: apache-2.0
• Created: 2019-03-17T09:16:39.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2024-12-07T20:17:48.000Z (6 months ago)
• Last Synced: 2025-01-18T02:28:52.414Z (5 months ago)
• Topics: artificial-intelligence, deep-learning, deep-reinforcement-learning, pong-game, reinforcement-learning
• Language: Python
• Homepage:
• Size: 13.7 KB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.md

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README

        
## AI vs Pong - Deep Reinforcement Learning

### Youtube

[![Result](https://img.youtube.com/vi/jTl3cP0B4eo/0.jpg)](https://www.youtube.com/watch?v=jTl3cP0B4eo)

AI learned and played Atari Pong.

**Deep Learning framework:** Pytorch

**NN architecture:** Dueling DQN https://arxiv.org/abs/1511.06581

**Min/Max scores**: -21 / 21

![Graph Result](https://user-images.githubusercontent.com/5288567/54488317-fd35bc00-48d2-11e9-9dc8-1ebf40799d79.png)