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MPADES: Middleware for Parallel Agent Discrete Event Simulation

机译:MPADES:用于并行代理的中间件离散事件仿真

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Simulations are an excellent tool for studying artificial intelligence. However, the simulation technology in use by and designed for the artificial intelligence community often fails to take advantage of much of the work by the larger simulation community to produce stable, repeatable, and efficient simulations. We present the new system Middleware for Parallel Agent Discrete Event Simulation (MPADES) as a simulation substrate for the artificial intelligence community. MPADES focuses on the agent as a fundamental simulation component. The "thinking time" of an agent is tracked and reflected in the results of the agents' actions. MPADES supports and manages the distribution of agents across machines while being robust to variations in network performance and machine load. We present the system in detail and give experimental results for a simple world model and set of agents. MPADES is not tied to any particular simulation, and is a powerful new tool for creating simulations for the study of artificial intelligence.
机译:模拟是研究人工智能的一个很好的工具。然而,仿真技术在使用和设计的人工智能社区往往未能在更大的模拟社会利用的大量的工作产生稳定,可重复和高效的模拟。我们提出了新的系统中间件的并行代理离散事件仿真(MPADES)作为人工智能界仿真基板。 MPADES专注于代理为根本模拟组件。代理的“思考的时间”被跟踪并反映在代理操作的结果。 MPADES支持和管理的代理跨机器的分布,同时稳健的网络性能和机器的负载变化。我们提出了详细的系统,并给予代理商一个简单的世界模型和一组实验结果。 MPADES不依赖于任何特定的仿真,是人工智能的研究创造一个模拟强大的新工具。

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