Book Giveaway at the End The Expert Created a Translation Agent Leading figure in the field of artificial intelligence, Stanford University professor Andrew Ng, recently released an open-source project for a machine translation intelligent agent — translation-agent. This project implements a large model translation application based on a reflective workflow. Currently, this project has already … Read more
A popular definition of artificial intelligence, which is also one of the earlier definitions in the field, was proposed by John McCarthy of MIT at the Dartmouth Conference in 1956 (though this is controversial): artificial intelligence is about making machines behave like intelligent human beings. However, this definition seems to overlook the possibility of strong … Read more
01 Reinforcement Learning (RL), also known as evaluative learning or enhanced learning, is one of the paradigms and methodologies in machine learning used to describe and solve the problem of agents learning strategies to maximize rewards or achieve specific goals through interactions with the environment. It is inspired by the behaviorist theory in psychology, which … Read more
Click the “Blue WeChat Name” under the title to quickly follow This article from the technical community, “AI Agents: An Exploration and Introduction from Concept to Practice,” explains some discussions about AI Agents in large models, from which we can understand some basic knowledge about AI Agents. Related historical articles on large models include: “Top-Level … Read more
Will agents become the key to unlocking AGI? The Fudan NLP team comprehensively explores LLM-based Agents. Recently, the Fudan University Natural Language Processing team (FudanNLP) released a survey paper on LLM-based Agents, spanning 86 pages and citing over 600 references! The authors start from the history of AI Agents and provide a comprehensive overview of … Read more
Click the blue text Follow us Deputy Leader of the Expert Group of the China Garment Intelligent Manufacturing Alliance Expert of the Industrial Expert Committee of the China Garment Association Professor of Donghua University, Wen Lisheng I have described in the article “The Garment Manufacturing Industry Must Recognize AI Large Models and Their Applications” that … Read more
This article was published in Command Control and Simulation, 2024, Issue 6. Li Wei, Xie Haibin, Chen Shaofei. AI Empowered Combat Systems Under Agent Perspective[J]. Command Control and Simulation. 2024, 46(6): 8-14. Abstract: This paper addresses the issue of intelligent design in combat systems by proposing a conceptual framework and application methods for AI technology … Read more
Introduction: An AI Agent refers to an artificial intelligence system that can autonomously execute tasks in specific environments. It not only receives tasks but also independently formulates and executes work plans while continuously self-evaluating and adjusting during the process, similar to how humans think and correct in creative tasks. The four key design patterns of … Read more
In 2022, the release of ChatGPT led to breakthroughs in the application of large models; in 2023, the “Battle of Hundreds of Models” marked the beginning of the AIGC era. As one of the scenarios for the implementation of large models, the security industry has rapidly developed vertical large models. Meanwhile, the capabilities of security … Read more
Book Giveaway at the End AI Agent has recently become extremely popular. Sam Altman once described the future of AI Agents: “Today’s AI models are the ‘dumbest’ they will ever be; they will only become smarter in the future!” Andrew Ng also praised at the AI Ascent 2024 conference: “This is the golden age of … Read more