全部文献期刊学位论文会议报纸专利标准年鉴图书|学者科研项目
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作者:Robert Junges , Franziska Klügl
来源:[J].Applied Artificial Intelligence(IF 0.475), 2012, Vol.26 (4), pp.349-375Taylor & Francis
摘要:Designing the proper agent behavior for a multiagent system is a complex task. Often it is not obvious which of the agents' actions, and the interactions among them and with their environment, can produce the intended macro-phenomenon. We assume that the modeler can benefit from ...
作者:Robert Junges , Franziska Klügl
来源:[J].Information and Software Technology(IF 1.522), 2012, Vol.54 (6), pp.639-649Elsevier
摘要:Abstract(#br)One major challenge in developing multiagent systems is to find the appropriate agent design that is able to generate the intended overall dynamics, but does not contain unnecessary features. In this article we suggest to use agent learning for supporting the develop...
作者:Robert Junges , Franziska Klügl
来源:[J].KI - Künstliche Intelligenz, 2013, Vol.27 (3), pp.273-280Springer
摘要:Abstract(#br)In this project report, we describe ongoing research on supporting the development of agent-based simulation models. The vision is that the agents themselves should learn their (individual) behavior model, instead of letting a human modeler test which of the many pos...
作者:Robert Junges , Franziska Klügl
来源:[C].Genetic and evolutionary computation2011ACM
摘要:Developing a valid agent-based simulation model is not always straight forward, but involves a lot of prototyping, testing and analyzing until the right low-level behavior is fully specified and calibrated. Our aim is to replace the try and error search of a modeler by adaptive a...
作者:Robert Junges , Denise de Oliveira
来源:[C].Autonomous agents and multiagent systems2006ACM
摘要:This paper presents an overview of ITSUMO, a microscopic traffic simulator based on cellular automata. The implementation uses agent technologies with a bottom-up philosophy in mind. We give an overview of the system and some details of its modules (data, simulation, driver and i...
作者:Ana L. C. Bazzan , Robert Junges
来源:[C].Autonomous agents and multiagent systems2006ACM
摘要:In multi-agent systems, greedly agents can harm the performance of the overall system. This is the case of traffic commuting scenarios: drivers repete their actions trying to adapt to daily changes. In this domain, there are several proposals to achieve the traffic network equili...
作者:Robert Junges , Franziska Klügl
来源:[B].Lecture Notes in Computer Science2010Springer
摘要:Abstract There have been a number of suggestions for methodologies supporting the development of multiagent simulation models. In this contribution we are introducing a learning-driven methodology that exploits learning techniques for generating suggestions for ...

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