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AGENT-BASED COMPUTING

机译:基于代理的计算

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摘要

Agent-based computing represents an exciting new synthesis for both Artificial Intelligence and, more generally, Computer Science. It has the potential to improve the theory and the practice of modelling, designing and implementing complex computer systems. Yet, to date, there has been little systematic analysis of what makes the agent-based approach such an appealing and powerful computational model. To rectify this situation, this paper aims to tackle exactly this issue. The standpoint of this analysis is the role of agent-based software in solving complex, real-world problems. In particular, it will be argued that the development of robust and scalable software systems requires autonomous agents that can complete their objectives while situated in a dynamic and uncertain environment, that can engage in rich, high-level interactions, and that can operate within flexible organisational structures.
机译:基于代理的计算代表了人工智能以及更广泛的计算机科学令人兴奋的新综合。它具有改进建模,设计和实现复杂计算机系统的理论和实践的潜力。但是,迄今为止,关于使基于代理的方法成为如此诱人且功能强大的计算模型的因素的系统分析很少。为了纠正这种情况,本文旨在解决这个问题。该分析的观点是基于代理的软件在解决复杂的实际问题中的作用。特别要指出的是,开发健壮和可扩展的软件系统需要自治的代理,这些代理可以在动态,不确定的环境中完成目标,可以进行丰富的高层交互,并且可以在灵活的环境下运行组织结构。

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