تقرير
Baba Is AI: Break the Rules to Beat the Benchmark
| العنوان: | Baba Is AI: Break the Rules to Beat the Benchmark |
|---|---|
| المؤلفون: | Cloos, Nathan, Jens, Meagan, Naim, Michelangelo, Kuo, Yen-Ling, Cases, Ignacio, Barbu, Andrei, Cueva, Christopher J. |
| سنة النشر: | 2024 |
| المجموعة: | Computer Science |
| مصطلحات موضوعية: | Computer Science - Computation and Language |
| الوصف: | Humans solve problems by following existing rules and procedures, and also by leaps of creativity to redefine those rules and objectives. To probe these abilities, we developed a new benchmark based on the game Baba Is You where an agent manipulates both objects in the environment and rules, represented by movable tiles with words written on them, to reach a specified goal and win the game. We test three state-of-the-art multi-modal large language models (OpenAI GPT-4o, Google Gemini-1.5-Pro and Gemini-1.5-Flash) and find that they fail dramatically when generalization requires that the rules of the game must be manipulated and combined. Comment: 8 pages, 8 figures |
| نوع الوثيقة: | Working Paper |
| URL الوصول: | http://arxiv.org/abs/2407.13729 |
| رقم الأكسشن: | edsarx.2407.13729 |
| قاعدة البيانات: | arXiv |
| الوصف غير متاح. |