智能体元宇宙服务：一种新的即服务范式
Agentic Metaverse Services: A New As-a-Service Paradigm
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中文总结 AI 辅助
该研究提出智能体元宇宙服务（AMServ）与元宇宙环境下的智能体即服务（Meta-AaaS）新范式，概述其特征、原理、应用实例，指出发展趋势，将推动AI时代新兴服务产业发展。
中文摘要 AI 辅助
生成式人工智能（GenAI）正在重构数字虚拟世界，通过增强智能体的自主学习、多模态交互、内容生成和协作决策能力来升级智能体。尤其是从对话式聊天机器人向智能体AI的转变——这是GenAI最新的重大技术突破——催生了智能体服务和智能体即服务（Agent-as-a-Service，AaaS）这一新服务形式，其中智能体的感知、决策、执行、协作和内容生成等能力被封装，以向用户提供定制化智能体服务。元宇宙是支撑新一代数字技术的人类生活、工作、创作和娱乐的虚拟生态系统。通过将智能体服务与元宇宙相结合，产生了用于元宇宙业务处理的智能体元宇宙服务（Agentic Metaverse Service，AMServ），成为一种新的元宇宙服务形式。元宇宙环境中的AaaS（即Meta-AaaS）作为实现AMServ的一种方式，已成为智能体服务和服务计算的新范式。本文概述了GenAI赋能的智能体与服务的演进及新特征，揭示了智能体服务在元宇宙环境中的角色与原理，阐述了AMServ和Meta-AaaS的形式、特征与原理，讨论了AMServ和Meta-AaaS的典型应用实例，最后指出了AMServ和Meta-AaaS的新趋势与研究方向。AMServ和Meta-AaaS将为AI时代的人类社会和服务带来重大机遇，推动未来新兴服务产业的快速发展。
英文摘要
Generative Artificial Intelligence (GenAI) is reconstructing the digital virtual world, upgrading agents through enhancing their abilities in autonomous learning, multi-modal interaction, content generation, and collaborative decision-making. In particular, the shift from conversational chatbots to agentic AI, the most recent significant technical breakthrough of GenAI, has brought a new form of services, agentic services and Agent-as-a-Service (AaaS), in which the agent's abilities are encapsulated, such as perception, decision-making, execution, collaboration, and content generation, to provide the customized agent services to users. The metaverse is a virtual ecosystem for human life, work, creation, and entertainment, supported by the new generation of digital technologies. Through combining agentic services and the metaverse, an Agentic Metaverse Service, denoted as AMServ, is produced for metaverse business processing, as a new form of metaverse service. The AaaS in the metaverse environment, denoted as Meta-AaaS, as an approach to realize AMServ, has become a new paradigm of agentic services and service computing. This paper overviews the evolution and new features of agents and services empowered by GenAI, reveals the roles and principles of agentic services in the metaverse environment, presents the forms, characteristics, and principles of the AMServ and the Meta-AaaS, discusses the typical application examples of the AMServ and the Meta-AaaS, and finally points out the new tendencies and research directions of the AMServ and the Meta-AaaS. The AMServ and the Meta-AaaS will bring great opportunities to human society and services in the AI era, and promote the rapid development of emerging service industries in the future.
发表机构
- Harbin Institute of Technology（哈尔滨工业大学）
- Macquarie University（麦考瑞大学）
- Dublin City University（都柏林城市大学）
机构由 AI 辅助整理，请以论文原文为准。
