Abstract: Large Language Models (LLMs) have shown great success as high-level planners for zero-shot game-playing agents However, these agents are primarily evaluated on games where long-term planning ...

Members of the Legendary Computer Bugs Tribunal, honored guests, if I may have your attention? I would, humbly, submit a new contender for your esteemed judgment. You may or may not find it novel, you ...

Abstract: Roguelike games generally feature exploration problems as a critical yet often repetitive element of gameplay. Automated approaches, however, face challenges in terms of optimality, as well ...

The NetHack Learning Environment (NLE) is a Reinforcement Learning environment presented at NeurIPS 2020. NLE is based on NetHack 3.6.6 and designed to provide a standard RL interface to the game, and ...

Machine learning models have already mastered Chess, Go, Atari games and more, but in order for it to ascend to the next level, researchers at Facebook intend for AI to take on a different kind of ...

Real time strategy, role playing and building games have become fertile training grounds for cutting edge artificial intelligence systems in recent years with digital competitors easily besting their ...

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Facebook researchers believe the game NetHack is well-tailored to ...

If you've downloaded the Windows 3.6.4 binary, read this first: file path and name changes on Windows A Windows Store based release of NetHack was introduced, starting with NetHack 3.6.3. Due to ...

An illustration of a magnifying glass. An illustration of a magnifying glass.