This repository contains RAPH team solution for the NetHack Challenge, organized on NeurIPS 2021 competition track. This solution won the first place among neural net based solutions.

Setup

pipenv install
pipenv shell

Run

run single evaluation with visual output

python3 playtest.py

evaluate 4096 episodes without visual output

python3 local_test.py

Code structure

• out agent: agents/torchbeast_agent.py
• game state preprocessing, algorithms: nethack_raph/