MazeWalk

These navigation tasks make use of the MAZEWALK command in the des-file, which procedurally generates diverse mazes.

We provide three maze sizes of 9x9, 15x15 and 45x19 grids corresponding to MiniHack-MazeWalk-9x9-v0, MiniHack-MazeWalk-15x15-v0, and MiniHack-MazeWalk-45x19-v0 environments. In the mapped versions of these tasks (MiniHack-MazeWalk-Mapped-9x9-v0, MiniHack-MazeWalk-Mapped-15x15-v0, and MiniHack-MazeWalk-Mapped-45x19-v0), the map of the maze and the goal’s locations are visible to the agent.

Examples of the MiniHack-MazeWalk-15x15-v0 task:

Reward

The agent receives a reward of +1 for reaching the goal.

Source

Source

All environments

Name	Capability
`MiniHack-MazeWalk-9x9-v0`	Exploration & Memory
`MiniHack-MazeWalk-Mapped-9x9-v0`	Exploration & Memory
`MiniHack-MazeWalk-15x15-v0`	Exploration & Memory
`MiniHack-MazeWalk-Mapped-15x15-v0`	Exploration & Memory
`MiniHack-MazeWalk-45x19-v0`	Exploration & Memory
`MiniHack-MazeWalk-Mapped-45x19-v0`	Exploration & Memory