Autonomous Intelligent Agents

Research on the Construction and Application of Teaching Intelligent Agents Based on Large Models

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Research on the Construction and Application of Teaching Intelligent Agents Based on Large Models

1. Introduction With the rapid evolution of generative artificial intelligence, multimodal large models are increasingly demonstrating their advantages in multimodal content understanding and generation. The multimodal large model (hereinafter referred to as “large model”) refers to artificial intelligence models capable of processing and understanding various modal data inputs such as text, images, audio, and video. … 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

Advancing Towards Full Autonomy: New Inter-Task Self-Evolution Strategy

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Advancing Towards Full Autonomy: New Inter-Task Self-Evolution Strategy

Source: Machine Heart This article is about 2000 words, suggested reading time is 5 minutes. Recently, a joint team from Tsinghua University, the University of Hong Kong, Renmin University, and Wallface Intelligence proposed a new self-evolution strategy for intelligent agents: Investigate – Consolidate – Exploit (ICE). “Learning from history can help us understand the rise … Read more

The Image of Intelligent Agent Digital Twins

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Star marks can often see us~ Reply in the background「Join the group」 to join the modern advertising circle | Abstract | Human digital twin (HDT) technology can present human physiological characteristics in a digital form, but in the field of social communication and marketing, due to its lack of consciousness and autonomous linguistic and behavioral … Read more

Capabilities Hierarchy of Intelligent Agents

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Capabilities Hierarchy of Intelligent Agents

The capabilities of intelligent agents can be classified based on their level of intelligence and the complexity of their functions. Different levels of intelligent agents exhibit significant differences in handling task complexity, learning ability, decision-making ability, and adaptability. These classifications help researchers and engineers understand and design intelligent systems, and choose appropriate technologies and methods … 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

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

Understanding Intelligent Agents in AI

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An intelligent agent refers to a system that can perceive its environment, make decisions, and take actions. These can be software programs, robots, or other automated devices, possessing a certain degree of autonomy and intelligence. Intelligent agents continuously learn and adapt through interactions with their environment to achieve specific goals. The core of intelligent agents … Read more

What Are Intelligent Agents?

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What Are Intelligent Agents?

In general, the concept of intelligent agents can be analyzed from multiple dimensions, including subjectivity, intentionality, recognizability, interpretability, value, and feasibility: 1. Subjectivity Definition: Subjectivity refers to whether an agent has independent existence and consciousness. Subjectivity allows the agent to make decisions and take actions autonomously. Performance in Artificial Intelligence: Current AI systems do not … Read more

How to Build Future-Oriented AI Agents Using Edge Large Models?

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How to Build Future-Oriented AI Agents Using Edge Large Models?

Click the blue words to follow us In recent years, general artificial intelligence technology has rapidly developed and has become an important driving force for the digital upgrade and intelligent enhancement of the automotive industry. Many companies have successively established cloud-based large models to support the iterative updates and application expansion of vehicle-side functions. However, … Read more