IEEE/WIC/ACM International Conference on Intelligent Agent Technology · 2004 · 231 citations · 2 references
ComputingComputer ScienceArtificial IntelligenceDistributed SystemsGame TheoryDistributed CoordinationIntelligent AgentsMulti-agent SystemsMulti-robot CoordinationPatrol OperationsTask AllocationComplexity AnalysisMulti-agent Decision MakingMulti-agent Simulation
A group of agents can be used to perform patrolling tasks in a variety of domains ranging from computer network administration to computer wargame simulations. The multi-agent patrolling problem has recently received growing attention from the multi-agent community, due to the wide range of potential applications. Many algorithms based on reactive and cognitive architectures have been developed, giving encouraging results. However, no theoretical analysis of this problem has been conducted. In this paper, various classes of patrolling strategies are proposed and compared. More precisely, these classes are compared to the optimal strategy by means of a standard complexity analysis.
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Multi-Agent Patrolling with Reinforcement Learning
Hugo Santana, Geber Ramalho, Vincent Corruble et al. · 2004 · 107 citations