https://github.com/bryanx/ai-gym

Several machine learning algorithms applied to ai_gym.
https://github.com/bryanx/ai-gym

Last synced: about 1 year ago
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Several machine learning algorithms applied to ai_gym.

• Host: GitHub
• URL: https://github.com/bryanx/ai-gym
• Owner: Bryanx
• Created: 2018-10-03T17:28:03.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2019-05-13T08:47:31.000Z (about 7 years ago)
• Last Synced: 2025-02-09T21:31:22.414Z (over 1 year ago)
• Language: Python
• Homepage:
• Size: 1.03 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Description

Several machine learning algorithms applied to ai_gym FrozenLake. They also work on other gym tests.

# Demo

![monte_carlo](https://github.com/Bryanx/ai-gym/blob/master/images/monte_carlo.gif)

![q_learning](https://github.com/Bryanx/ai-gym/blob/master/images/q_learning.gif)

N-step Q learning (n = 3)

![n_step](https://github.com/Bryanx/ai-gym/blob/master/images/n_step.gif)

![value_iteration](https://github.com/Bryanx/ai-gym/blob/master/images/value_iteration.png)