This is a fork of zuoxingdong/mazelab, and defines several maze gym environments with greyscale image observation spaces.

Mazes with no walls

• EmptyMaze-10x10-FixedGoal-v3
• EmptyMaze-10x10-CoinFlipGoal-v3
• EmptyMaze-10x10-TwoGoals-v3
• EmptyMaze-10x10-RandomGoal-v3

as well as NonTerminating variants like:

• EmptyMaze-10x10-FixedGoal-NonTerminating-v3
• ...

Mazes with fixed walls

• 10x10

  • Maze-10x10-FixedGoal-v3
  • Maze-10x10-CoinFlipGoal-v3
  • Maze-10x10-TwoGoals-v3
  • Maze-10x10-RandomGoal-v3

• 15x15

  • Maze-15x15-FixedGoal-v3
  • Maze-15x15-CoinFlipGoal-v3
  • Maze-15x15-TwoGoals-v3
  • Maze-15x15-RandomGoal-v3

• 25x25

  • Maze-25x25-FixedGoal-v3
  • Maze-25x25-CoinFlipGoal-v3
  • Maze-25x25-TwoGoals-v3
  • Maze-25x25-RandomGoal-v3

as well as NonTerminating variants of each

• ...

Mazes with walls which change on reset

• 7x7

  • RandomMaze-7x7-FixedGoal-v3
  • RandomMaze-7x7-CoinFlipGoal-v3
  • RandomMaze-7x7-RandomGoal-v3

• 8x8

  • RandomMaze-8x8-FixedGoal-v3
  • RandomMaze-8x8-CoinFlipGoal-v3
  • RandomMaze-8x8-RandomGoal-v3

as well as NonTerminating variants of each

• ...

First clone the repo:

git clone https://github.com/ejmichaud/mazelab

Then from the repo root directory:

pip install -e .

Once installed, simply import:

import gym
import mazelab

This will create and register the maze environments 1-6 listed above. To create an environment, you can then simply execute:

env = gym.make('Maze-10x10-FixedGoal-v3')