Comparing Decentralized Ongoing Task Allocation

2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)(2020)

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摘要
Real-world domains can often benefit from adaptable decentralized task allocation through emergent specialization of large groups of agents. Agents working within a shared environment can use environmental cues as a means of indirect coordination to maximize performance. We compare how groups of homogeneous agents fulfill the demands of a set of “ongoing” dynamic tasks over time, when employing Re...
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关键词
Ant colony optimization,Fluctuations,Learning automata,Switches,Interference,Robustness,Resource management
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