Why Do Multi-Agent Systems Have Low Success Rates? Unveiling 14 Failure Modes

Why Do Multi-Agent Systems Have Low Success Rates? Unveiling 14 Failure Modes

Click below to follow, the article comes from 🙋♂️ Friends who want to join the community can see the method at the end of the article for group communication. “ Despite the theoretical appeal of multi-agent systems, their performance in practical applications often falls short of expectations. According to research, even advanced open-source multi-agent systems … Read more

AI Agents Pioneer CAMEL: The First Large Model Multi-Agent Framework

AI Agents Pioneer CAMEL: The First Large Model Multi-Agent Framework

MLNLP community is a well-known machine learning and natural language processing community at home and abroad, covering domestic and foreign NLP master’s and doctoral students, university teachers, and enterprise researchers. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning at … Read more

Current Applications of Agent Technology in Intelligent Vehicles and Driving

Current Applications of Agent Technology in Intelligent Vehicles and Driving

CAA Smart Start, Create the Future Together Abstract: From the perspective of agents, this article introduces and summarizes the research on intelligent vehicles as single-agent systems; it analyzes and elaborates on the research progress of multi-agent systems in typical scenarios of intelligent connected vehicles. It introduces the parallel driving technology of “vehicle-end perception and remote … Read more

Multi-Agent Control Based on Matlab for Flocking, Target Tracking, and Obstacle Avoidance

Multi-Agent Control Based on Matlab for Flocking, Target Tracking, and Obstacle Avoidance

Click the blue text above to follow us Author’s Note 🔊 Author Introduction: 985 graduate, researcher in the field of Matlab; 🚅SeatRightInscription行百里者,half于九十。 ✅Business Scope: Complete Code, Paper Reproduction, Program Customization, Journal Writing, Research Collaboration 🏆CodeAcquisitionMethod:How to Obtain Matlab Poseidon Code 🏫 For more Matlab path planning simulation content click 👇 Matlab Path Planning (Advanced Version) … Read more

Multi-Agent Swarm Control Matlab Program

Multi-Agent Swarm Control Matlab Program

✅ Author Bio: A Matlab simulation developer passionate about research, skilled in data processing, modeling simulation, program design, obtaining complete code, paper reproduction, and scientific simulation. 🍎 Personal Homepage:Matlab Research Studio 🍊 Personal Motto: Seek knowledge through investigation; feel free to message for help. 🔥 Content Introduction Multi-Agent Systems (MAS) have gained significant attention due … Read more