Quest

This family of environments features a mini-quest for the agent to complete.

The agents needs to make use of an object is laying around for crossing a lava rivver (this can be any object allowing levitation or freezing), while fighting monsters and navigating rooms or mazes. Towards the end of the quests, the agent needs to utlise a wand of death to kill a deadly monster guarding the goal location.

In MiniHack-Quest-Easy-v0, the map layout is relatively simple and fixed. The MiniHack-Quest-Medium-v0 task features a narrow corridor. The agents needs to lure monsters into a narrow corridor and defeat them one at a time, before progressing further. In the most challenging version of the task, MiniHack-Quest-Hard-v0, features large procedurally generated maze which needs to solved first before embarking on the next steps of the quest.

Examples of the MiniHack-Quest-Hard-v0 task:

Reward

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

Source

Source

All Environments

Name

Skill

MiniHack-Quest-Easy-v0

Inventory

MiniHack-Quest-Medium-v0

Navigation + Inventory

MiniHack-Quest-Hard-v0

Navigation + PickUp + Inventory + Direction