原文链接:Multi-Agent Collaboration Framework for Recommender Systems (arxiv.org) 项目链接:https://github.com/wzf2000/MACR Background 与之前用agent来模拟用户不同,作者让多个Agent扮演各自的角色进行合作,完成用户输入的各种推荐任务。弥补单个Agent能力不足的问题,以及Agent+Recommendation领域没有Multi-agent co...
• We introduce MetaGPT, a meta-programming framework for multi-agent collaboration based on LLMs. It is highly convenient and flexible, with well-defined functions like role definition and message sharing, making it a useful platform for developing LLM-based multi-agent systems. • 我们在 Me...
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Then, a new method of multi-agent collaboration is proposed, which has the characteristics of higher collaboration level, lower communication requirements, and wider applicability. On the basis of current research, this paper proposes the basic concept, technical framework, and key supporting ...
collaborationperceptionrobustmultiagentobject-detectioncollaborative-perception UpdatedJul 23, 2024 Python some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Cooperative Multi-Agent Learning》 ...
Multi-Agent theory was adopted to model the tactical joint combat system. The expressiveness of agent could be applied to modeling the single combat unit and the collaboration of multi-agents can be applied to simulating the cooperative engagement. The collaboration system discussed here was mainly ...
多代理协作:利用人工智能的力量Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents作者简介:阿米尔侯赛因·纳迪里( Amirhossein Nadiri)anadiri@yorku.ca加拿大阿尔伯塔省埃德蒙顿阿…
The original hierarchical task network planning algorithm is optimized, the multiagent collaboration framework is redefined, and the coordination mechanism of local conflict is developed. With the classical resource scheduling problem as the experimental background, the proposed algorithm compared with the ...
Network management based on intelligent agent is motivated by the development of distributed network management. This work provides a multiagent based network management framework, which presents multiagent collaboration environment. In the framework established We propose a task decomposition module to decom...
Multi-AgentSystem Architecture and Multi-Agent Collaboration Method Research Based on Co-evolution Mechanism; 论文主要围绕基于协进化机制的多智能体系统理论与实现方法展开,重点讨论了基于协进化的多智能体系统模型建模方法、体系结构及协作机制、多智能体之间协作行为的协进化以及系统仿真框架与实验研究等几个方面。