Embodied Intelligence

The First Global Review of Embodied Intelligence in the Era of Multimodal Large Models

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The First Global Review of Embodied Intelligence in the Era of Multimodal Large Models

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering audiences including NLP master’s and PhD students, university professors, and corporate researchers. The Vision of the Community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for … Read more

Embodied Intelligence and Multi-modal Language Models: Is GPT-4 Vision the Strongest Agent?

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Embodied Intelligence and Multi-modal Language Models: Is GPT-4 Vision the Strongest Agent?

Author: PCA-EVAL Team Affiliation: Peking University & Tencent Abstract: Researchers from Peking University and Tencent have proposed the PCA-EVAL multi-modal embodied decision-making intelligence evaluation set. By comparing end-to-end decision-making methods based on multi-modal models with tool invocation methods based on LLMs, it has been observed that GPT-4 Vision demonstrates outstanding end-to-end decision-making capabilities from multi-modal … Read more

Achieving AGI: The Limitations of Large Language Models

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Achieving AGI: The Limitations of Large Language Models

We know that one of the ultimate goals of AI development is to achieve AGI (Artificial General Intelligence), which is general artificial intelligence, meaning that machines can autonomously perform all human tasks. Currently, the applications of large language models have achieved some astonishing results. However, these models still have certain limitations, such as the phenomenon … Read more