Multi-Agent System — Crew.AI多智能体系统 — Crew.AI Multi-Agent systems are LLM applications that are changing the automation landscape with intelligent bots.多智能体系统是LLM利用智能机器人改变自动化格局的应用程序。 Author:A B Vijay Kumar This blog is an ongoing series on Generative AI and in...
workflow = StateGraph(AgentState) workflow.add_node("agent", run_agent) workflow.add_...
Extended, multi-agent and multi-objective (MaMoRL / MoMaRL) environments based on DeepMind's AI Safety Gridworlds. This is a suite of reinforcement learning environments illustrating various safety properties of intelligent agents. It is made compatible with OpenAI's Gym/Gymnasium and Farama Foundat...
Swarms is an enterprise grade and production ready multi-agent collaboration framework that enables you to orchestrate many agents to work collaboratively at scale to automate real-world activities. The performance impact is rated on a scale from one to five stars, with multi-agent orchestration bein...
The next section addresses a graph framework for multi-agent systems, which lend better to more complex scenarios. Multi-agent graph framework for asynchronous orchestration and reasoning A multi-agent framework offers significant potential for intelligent, dynamic problem-...
This blog is an ongoing series on Generative AI and introduction to multi-agentarchitectureand frameworks such as Autogen, Crew.ai, that help build intelligent bots, that implement multi-agent architectures. 这篇博客是关于生成式人工智能的持续系列,并介绍了多智能体架构和框架,如Autogen、Crew.ai,这些...
多智能体系统(Multi-Agent System,简称MAS)是一个很新的研究领域,目前学界和产业界几乎是在同步研究,相关论文大概也有100多篇了。咱们找资料之前可以先简单了解一下,这样后面就能有的放矢。我会从基础概念、架构设计、关键技术等方面为你理清MAS的学习路径,希望对你有所帮助。 基础概念 MAS由多个自主的智能体(Agent...
Intelligent Sustainable Systems. Lecture Notes in Networks and Systems, vol 334. Springer, Singapore. Dec. 2021. Anh Vu Vo, Debra F. Laefer, Jonathan Byrne. Optimizing Urban LiDAR Flight Path Planning Using a Genetic Algorithm and a Dual Parallel Computing Framework. Remote Sensing, Volume 13...
To perform maintenance activities, it is crucial to effectively manage a crew of operators and sequence their visits over a planning horizon. Two main categories of maintenance can be distinguished [1]: (1) Corrective Maintenance (CM) that is performed after the failure. It includes actions such...
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization - jenetics/jenetics