https://github.com/yuesha-yc/math156-rl-project

https://github.com/yuesha-yc/math156-rl-project

Last synced: 24 days ago
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• Host: GitHub
• URL: https://github.com/yuesha-yc/math156-rl-project
• Owner: yuesha-yc
• Created: 2023-11-21T23:10:17.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2023-12-09T02:21:22.000Z (about 1 year ago)
• Last Synced: 2024-10-15T07:08:44.537Z (2 months ago)
• Language: Jupyter Notebook
• Size: 265 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Math 156 Final Project

To reproduce the figures in the report, please follow the guidelines:

0. Download and unzip this repository in your local computer.

1. Ensure you have a valid Python3 environment installed.

2. Install following packages: `pip install numpy matplotlib notebook`

3. Activate your pip virtual environment environment based on your own operating system.

4. Open the python notebook `reproduction.ipynb`. Follow the guidelines in the notebook to reproduce the figures.

Note on reproduction of figures: Due to the randomness nature of maze generation and reinforcement learning, the reproduced plots

may not be exactly the same as the original plots in the report.