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Multi-Agent Systems
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Overview
Use caseCoordinated problem solving by autonomous agents
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Claims55
Avg confidence91%
Avg freshness100%
Last updatedUpdated 4 days ago
WikidataQ1620962
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Multi-Agent Systems

concept

Systems where multiple AI agents interact and collaborate to solve complex problems.

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field of study

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Computer Science○UnverifiedHighFresh1

subfield of

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Artificial Intelligence○UnverifiedHighFresh1
Distributed Computing○UnverifiedHighFresh1

primary use case

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Coordinated problem solving by autonomous agents○UnverifiedHighFresh1
distributed problem solving and artificial intelligence systems○UnverifiedHighFresh1
Coordinating multiple autonomous agents to solve complex problems○UnverifiedHighFresh1
coordinating autonomous agents to solve complex problems through distributed intelligence○UnverifiedHighFresh1
distributed problem solving○UnverifiedHighFresh1
robotics coordination and swarm intelligence○UnverifiedHighFresh1
autonomous trading and market simulation○UnverifiedModerateFresh1

research conference

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AAMAS○UnverifiedHighFresh1

based on

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Agent-based modeling○UnverifiedHighFresh1
Distributed artificial intelligence○UnverifiedHighFresh1
distributed artificial intelligence principles○UnverifiedHighFresh1
agent-oriented programming○UnverifiedModerateFresh1

application domain

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Robotics○UnverifiedHighFresh1
distributed problem solving○UnverifiedHighFresh1
robotics and autonomous systems○UnverifiedHighFresh1
robotics coordination○UnverifiedHighFresh1
Smart Grid Systems○UnverifiedModerateFresh1
Smart grid optimization○UnverifiedModerateFresh1
supply chain management○UnverifiedModerateFresh1

communication method

ValueTrustConfidenceFreshnessSources
Message Passing○UnverifiedHighFresh1

requires

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agent communication mechanisms○UnverifiedHighFresh1
coordination mechanisms○UnverifiedHighFresh1
communication protocols between agents○UnverifiedHighFresh1
agent communication protocols○UnverifiedHighFresh1

key challenge

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coordination and cooperation between agents○UnverifiedHighFresh1
Agent coordination and consensus○UnverifiedHighFresh1

alternative to

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centralized AI architectures○UnverifiedHighFresh1
centralized AI systems○UnverifiedModerateFresh1

key characteristic

ValueTrustConfidenceFreshnessSources
autonomous decision making by individual agents○UnverifiedHighFresh1
emergent collective behavior○UnverifiedModerateFresh1

originated from

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distributed computing and artificial intelligence research○UnverifiedHighFresh1

involves concept

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Game Theory○UnverifiedHighFresh1
Distributed Consensus○UnverifiedModerateFresh1

coordination mechanism

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Contract Net Protocol○UnverifiedHighFresh1

enables

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Emergent collective behavior○UnverifiedHighFresh1

related to

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distributed systems○UnverifiedModerateFresh1
swarm intelligence○UnverifiedModerateFresh1

supports model

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belief-desire-intention (BDI) agent architecture○UnverifiedModerateFresh1

implements algorithm

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Consensus algorithms○UnverifiedModerateFresh1

emerged in decade

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1980s○UnverifiedModerateFresh1

supports protocol

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FIPA Agent Communication Language (ACL)○UnverifiedModerateFresh1
FIPA-ACL○UnverifiedModerateFresh1
FIPA ACL (Agent Communication Language)○UnverifiedModerateFresh1
FIPA Agent Communication Language○UnverifiedModerateFresh1
KQML○UnverifiedModerateFresh1
KQML (Knowledge Query and Manipulation Language)○UnverifiedModerateFresh1

integrates with

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JADE framework○UnverifiedModerateFresh1
machine learning algorithms○UnverifiedModerateFresh1
NetLogo modeling environment○UnverifiedModerateFresh1
JADE (Java Agent Development Framework)○UnverifiedModerateFresh1
NetLogo○UnverifiedModerateFresh1

theoretical foundation

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game theory○UnverifiedModerateFresh1

Alternatives & Similar Tools

centralized AI architectures
alternative to
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centralized AI systems
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Commonly Used With

JADE frameworkmachine learning algorithmsNetLogo modeling environmentJADE (Java Agent Development Framework)NetLogo

Related entities

Graph Insights

1 entities depend on Multi-Agent Systems
Agent Orchestration
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Claim count: 55Last updated: 4/6/2026Edit history