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LEGENT is an advanced open-source platform designed for the development and training of embodied agents using Large Language Models (LLMs) and Large Multimodal Models (LMMs). Developed through a collaboration primarily centered at Tsinghua University, the platform provides a high-fidelity 3D environment for AI agents to interact with physical objects, perform tasks, and engage in natural language communication.
The project bridges the gap between digital language models and physical world interactions. It features realistic physics, a diverse rendering engine, and a systematic data generation pipeline that allows for the creation of large-scale training datasets. By providing egocentric visual observations and a user-friendly Python interface, it enables researchers to train models that can generalize better to real-world robotic and interactive settings compared to general-purpose models like GPT-4V.
As an academic and open-source initiative, the ownership and intellectual property reside with the contributing research institutions. It is part of a broader movement toward open-source artificial intelligence tools coming out of China's top technological universities, aiming to foster community-wide progress in the field of Embodied Intelligence.
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