https://github.com/omaraflak/qnetwork-keras

QNetwork implemented with Keras
https://github.com/omaraflak/qnetwork-keras

keras machine-learning qlearning reinforcement-learning

Last synced: 3 months ago
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QNetwork implemented with Keras

• Host: GitHub
• URL: https://github.com/omaraflak/qnetwork-keras
• Owner: omaraflak
• Created: 2018-07-15T10:22:07.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2018-07-15T10:38:12.000Z (about 7 years ago)
• Last Synced: 2025-04-05T22:16:26.422Z (6 months ago)
• Topics: keras, machine-learning, qlearning, reinforcement-learning
• Language: Python
• Size: 2.93 KB
• Stars: 1
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# QNetwork Keras

QNetwork implemented with Keras.

# Game

The goal is simple : the agent has to go from point A to point B.

    A..........B

* If he stays in point A, a negative reward of **-1** is given.

* If he reaches point B, a positive reward of **10** is given.

* Any position inbetween has a **0** reward.

The agent has two actions available :

* Left

* Right