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Revolutionizing Autonomous Agent Development with Real-World Computer Environments
Imagine having a digital assistant that can effortlessly navigate your computer, tackling complex tasks across different apps and operating systems with minimal guidance. It’s a fantasy prospect that could revolutionize productivity and accessibility in the digital realm.
This paper introduces OSWorld, a groundbreaking platform that promises to propel the development of truly capable computer agents. OSWorld is the first scalable, real computer environment designed to put multimodal agents to the test across various operating systems such as Linux, Windows, macOS, and beyond.
Practical Solutions and Value:
- Integrated, controllable environment supporting task setup, evaluation, and interactive learning.
- Agent interaction using raw mouse and keyboard inputs, engaging with any application installed on the system.
- Curated benchmark of 369 real-world computer tasks with natural language instructions and custom evaluation scripts.
The results of the benchmark challenge showed deficiencies in existing language models and vision-language models, highlighting the opportunities for further exploration and development.
OSWorld represents a turning point in pursuing autonomous digital assistants, paving the way for groundbreaking research that could one day make human-level computer task automation a reality.
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