发表机构
Escola de Noves Tecnologies Interactives (ENTI), Universitat de Barcelona(巴塞罗那大学新交互技术学院(ENTI))
机构由 AI 辅助整理,请以论文原文为准。AI 中文总结
本文提出AGIMUD软件架构,整合社会情感推理、人类多模态交互和分布式AI处理,实现人类与多智能体在模拟动态世界中的实时交互。
AI 中文摘要
本文的目标是为在模拟动态世界中实现人类与多个智能体之间的交互提供设计原则和软件架构。这将当前通用人工智能(AI/AGI)时代与基于Transformer的对话智能体的普及以及计算能力的增强联系起来。在概述当前和以往的多智能体心智理论(具有社会和情感感知能力的智能体)的基础上,智能体与自身及人类交互的整合设计对于理解如何创建未来人类-智能体推理系统中的可持续性和治理至关重要。本文介绍了一个名为“AGIMUD”的软件,它整合了:A. 智能体行为和交互中的社会感知推理与情感,B. 为人类用户、人工智能体和模拟世界设计的人类多模态方案,以及C. 通过网络分配AI处理以支持多个自主智能体。这些整合使得动态世界能够重现为多用户地牢(MUD),其中智能体和人类可以实时同时交互。代码可在 https://github.com/dberga/AGIMUD 在线获取。
英文摘要
The objective of this article is to provide design principles and a software architecture for enabling interaction between humans and multiple agents in simulated dynamic worlds. This connects the current era of general artificial intelligence (AI/AGI) with the proliferation of transformer-based conversational agents and the increased computational capabilities. Given an overview of current and previous multi-agent theories of mind (socially and affectively-aware agents), the existence of an integrative design of agent interactions with themselves and with humans must be crucial for understanding how to create sustainable and governance in future human-agent reasoning systems. In this work is presented a software "AGIMUD" that integrates: A. socially-aware reasoning and emotion in agent behavior and interaction, B. a design of human multimodal scheme for human users, artificial agents and simulated worlds, and C. distributing the AI processing through the network to enable multiple autonomous agents. These integrations allow the dynamic world recreation as multi-user dungeons (MUDs) where both agents and humans can interact simultaneously in real time. Find the code online in https://github.com/dberga/AGIMUD.
Comments37 pages, 27 figures, 42 tables