Machine Learning

DS-Agent: Case-Based Reasoning for Near 100% Success in Data Science Tasks

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DS-Agent: Case-Based Reasoning for Near 100% Success in Data Science Tasks

MLNLP community is a well-known machine learning and natural language processing community in China and abroad, covering NLP graduate students, university teachers, and industry 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 beginners. Reprinted from | … Read more

What Exactly Is an Intelligent Agent? A Detailed Explanation

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What Exactly Is an Intelligent Agent? A Detailed Explanation

Depending on the goals we wish to achieve and the criteria by which we measure success, there are various methods to create artificial intelligence. The scope is extremely broad, ranging from highly complex systems like autonomous driving and robotics to common components of our daily lives, such as facial recognition, machine translation, and email classification, … Read more

A Journey Through Science Popularization: Talking About Intelligent Agents

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Author: Chen Zhiyan This article is about 3000 words long and is recommended to be read in 7 minutes. The future of intelligent agents is full of infinite possibilities. Introduction In this age of information explosion, have you ever imagined having smooth conversations with machines, or letting AI help you create stunning articles? All of … Read more

AI Agents and Large Models: A Synergistic Path to General Intelligence

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AI Agents and Large Models: A Synergistic Path to General Intelligence

In August 2023, the National Internet Information Office, in conjunction with the National Development and Reform Commission, the Ministry of Education, the Ministry of Science and Technology, and the Ministry of Industry and Information Technology, issued the “Interim Measures for the Management of Generative Artificial Intelligence Services,” which proposed ensuring the legality and ethics of … Read more

Reflections on the New Generation of Intelligent Agents in the Post-LLM Era

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Reflections on the New Generation of Intelligent Agents in the Post-LLM Era

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering audiences including NLP graduate students, university teachers, and corporate researchers. The community’s vision is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for the advancement of beginners. … Read more

Differences Between AI and Agents

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Differences Between AI and Agents

AI (Artificial Intelligence) and agents are two related but distinct concepts. AI refers to the technology that enables machines to perform tasks that typically require human intelligence, including abilities such as learning, reasoning, problem-solving, understanding natural language, visual recognition, and decision-making. AI is a broader field that encompasses various technologies and algorithms, such as machine … Read more

AI Agents: Building a New Vision for Smart Living

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“Can you design a one-day tour plan for Beijing?” Recently, at the 2024 World Intelligent Connected Vehicles Conference, Mr. Li experienced the BAIC AI Agent on the ARCFOX Alpha S5 and felt like he had a “travel consultant” at his disposal. “With just a voice command, the AI agent can automatically plan the route, which … Read more

What Are the Intelligent Agents Favored by Li Yanhong?

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What Are the Intelligent Agents Favored by Li Yanhong?

“As foundational models become increasingly powerful, developing applications is becoming simpler, with intelligent agents being the simplest. Creating a good intelligent agent typically does not require coding; as long as the workflow is clear and paired with a proprietary knowledge base, it becomes a highly valuable intelligent agent, easier than creating a webpage in the … Read more

Current Status, Risks, and Impact Assessment of AI Agents

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In October 2024, the U.S. Center for Security and Emerging Technologies released a risk assessment report on artificial intelligence titled “Through the Chat Window and Into the Real World: Preparing for AI Agents”. A large number of startups and major tech companies are deploying, building, and selling AI agents, which will bring revolutionary changes to … Read more

Innovative Engines in the Era of Smart Education: Educational Agents

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Innovative Engines in the Era of Smart Education: Educational Agents

Artificial Intelligence and Agents In the field of artificial intelligence, agents are also known as “Autonomous Agents”. They are adaptive systems capable of completing target tasks. Since the establishment of the artificial intelligence discipline in the 20th century, the design and implementation of agents have been a core goal for researchers in the field. The … Read more