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Maze game is a video game genre description first used by journalists during the 1980s to describe any game in which the entire playing field is a maze. Quick player action is required to escape monsters, outrace an opponent, or navigate the maze within a time limit. After the release of Namco's Pac-Man in 1980, many maze games followed its conv…

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Maze-v0

Maze game is a video game genre description first used by journalists during the 1980s to describe any game in which the entire playing field is a maze.

Reinforcement learning algorithms

  • Q-learning (off-policy, model-free)

Demo video

https://www.youtube.com/watch?v=zUdLT6a6ivU

Requirements

How to install the packages

You can install the required Python packages using the following command:

  • pipenv sync

How to train the agent

You can train the agent using the following command:

  • pipenv run python maze_v0_ql.py

About

Maze game is a video game genre description first used by journalists during the 1980s to describe any game in which the entire playing field is a maze. Quick player action is required to escape monsters, outrace an opponent, or navigate the maze within a time limit. After the release of Namco's Pac-Man in 1980, many maze games followed its conv…

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