arXiv:2412.18601cs.CRcs.AI2024-12被引 3

用智能代理将游戏与去中心化金融融合,提升玩家参与度和经济互动。

Decentralized Intelligence in GameFi: Embodied AI Agents and the Convergence of DeFi and Virtual Ecosystems

  • 用大语言模型构建能主动交互的虚拟智能体,打破传统脚本限制。
  • 通过区块链实现去中心化共识,支持创作者变现与社区协作。
  • 适合关注Web3游戏、AI角色设计及去中心化经济的开发者与研究者。

在快速发展的GameFi领域(游戏与去中心化金融融合),亟需提升玩家参与度与经济互动。本文提出一个整合先进具身人工智能代理的GameFi生态系统,这些代理基于GPT-4、Claude AI等大型语言模型,能够主动、自适应地与玩家进行情境丰富的交互,超越传统脚本响应,成为游戏叙事与经济系统的核心参与者,直接影响玩家策略与游戏经济。针对现有平台缺乏沉浸式AI交互、社区参与机制与创作者变现途径的问题,本研究通过深度集成AI代理与区块链技术,构建共识驱动的去中心化生态,赋能创作者实现贡献变现,并促进玩家与创作者间的民主协作。同时,将DeFi机制嵌入游戏体验,增强经济参与度,创造新的金融互动机会。该方法显著提升玩家沉浸感与留存率,推动GameFi从传统游戏向更具活力、经济稳健、社区主导的环境演进。研究成果为游戏行业提供可复用的方法论,代表GameFi领域的前沿进展。

原文摘要 · Abstract (English)

In the rapidly evolving landscape of GameFi, a fusion of gaming and decentralized finance (DeFi), there exists a critical need to enhance player engagement and economic interaction within gaming ecosystems. Our GameFi ecosystem aims to fundamentally transform this landscape by integrating advanced embodied AI agents into GameFi platforms. These AI agents, developed using cutting-edge large language models (LLMs), such as GPT-4 and Claude AI, are capable of proactive, adaptive, and contextually rich interactions with players. By going beyond traditional scripted responses, these agents become integral participants in the game's narrative and economic systems, directly influencing player strategies and in-game economies. We address the limitations of current GameFi platforms, which often lack immersive AI interactions and mechanisms for community engagement or creator monetization. Through the deep integration of AI agents with blockchain technology, we establish a consensus-driven, decentralized GameFi ecosystem. This ecosystem empowers creators to monetize their contributions and fosters democratic collaboration among players and creators. Furthermore, by embedding DeFi mechanisms into the gaming experience, we enhance economic participation and provide new opportunities for financial interactions within the game. Our approach enhances player immersion and retention and advances the GameFi ecosystem by bridging traditional gaming with Web3 technologies. By integrating sophisticated AI and DeFi elements, we contribute to the development of more engaging, economically robust, and community-centric gaming environments. This project represents a significant advancement in the state-of-the-art in GameFi, offering insights and methodologies that can be applied throughout the gaming industry.

GameFiAI代理去中心化DeFi

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