2004 · 92 citations · 10 references
ComputingAutonomous SystemsComputer ScienceArtificial IntelligenceDistributed SystemsRoboticsAgent-based SimulationBuilding AutomationDistributed CoordinationHome EnvironmentIntelligent AgentsMulti-agent SystemsAgent CoordinationHome Automation SystemsMulti-agent SimulationShared ResourcesSmart Home Architecture
Intelligent environments are an interesting development and research application problem for multi-agent systems. The functional and spatial distribution of tasks naturally lends itself to a multi-agent model and the existence of shared resources creates interactions over which the agents must coordinate. In the UMASS Intelligent Home project we have designed and implemented a set of distributed autonomous home control agents and deployed them in a simulated home environment. Our focus is primarily on resource coordination, though this project has multiple goals and areas of exploration ranging from the intellectual evaluation of the application as a general MAS testbed to the practical evaluation of our agent building and simulation tools. 1 Introduction The intelligent home project (IHome) at the UMASS multi-agent systems lab is an exploration in the application of multi-agent systems technology to the problem of managing an intelligent environment. We have implemented a sophistica...
10
Diagnosis as an integral part of multi-agent adaptability
Bryan Horling, Victor Lesser, R. Vincent et al. · 2002 · 69 citations