Titlebook: Unifying Themes in Complex Systems IX; Proceedings of the N Alfredo J. Morales,Carlos Gershenson,Yaneer Bar-Ya Conference proceedings 2018

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Synergy and the Bioeconomics of Complexity,economic costs and benefits in any given environmental context. This applies to all biological traits, including complexity (which can be defined and measured in both structural and functional terms). A major theoretical challenge, therefore, is to account for the “progressive” evolution of complex

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Multi-scale Intent,mpetition between humans, both as individuals and as groups. The framework spans multiple timescales over which intentions persist - from the most transient (the next action to be taken) to the most enduring (deeply held values to be upheld), with several implicit scales in between. It is argued tha

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Agent Cognition Through Micro-simulations: Adaptive and Tunable Intelligence with NetLogo LevelSpacigence. Often, ABMs use random behavior or greedy algorithms for maximizing objectives (such as a predator always chasing after the closest prey). However, random behavior is too simplistic in many circumstances and greedy algorithms, as well as classic AI planning techniques, can be brittle in the

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Simulation of Scale-Free Correlation in Swarms of UAVs,give them the ability to achieve an effective collective response to external conditions and environment changes to survive under predator attacks. However, the role of scale-free correlations is not clearly understood in artificially simulated systems and thus more investigation is justifiable. In