用智能代理打造可定制的元宇宙服务新范式
Agentic Metaverse Services: A New As-a-Service Paradigm

- 将智能代理能力封装为服务,实现自主决策与内容生成
- 提出Meta-AaaS框架,支持元宇宙中的个性化代理服务
- 适合研究AI服务化与元宇宙应用的学者与开发者
生成式人工智能正在重塑数字虚拟世界,推动智能代理在自主学习、多模态交互、内容生成和协同决策方面能力的提升。特别是从对话聊天机器人向智能代理的转变,成为生成式AI最新关键技术突破,催生了智能服务与代理即服务(AaaS)的新形态。在此模式下,代理的感知、决策、执行、协作和内容生成等能力被封装,为用户提供定制化服务。元宇宙作为支撑人类生活、工作、创作与娱乐的虚拟生态系统,融合智能服务后形成智能元宇宙服务(AMServ),成为元宇宙服务的新形式。在元宇宙环境中实现AMServ的路径称为Meta-AaaS,代表了一种新的智能服务与服务计算范式。本文综述了由生成式AI赋能的智能体与服务的演进及新特征,揭示了智能服务在元宇宙环境中的角色与原则,阐述了AMServ与Meta-AaaS的形式、特性与核心原理,讨论其典型应用场景,并指出未来发展趋势与研究方向。该范式将为人工智能时代的人类社会与服务带来重大机遇,推动新兴服务产业快速发展。
原文摘要 · Abstract (English)
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.
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