Teaming behavior in adversarial scenarios

Daigo Shishika, Michael Dorothy, Douglas G. Macharet
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Abstract

Interesting and effective team behaviors arise when a group of agents contend with adversaries. Examples range from animal group behaviors observed in nature to strategies used in team sports. This mini review goes over literature in multiagent systems that study group control in adversarial scenarios. We identify different ways of formulating adversaries and discuss various types of teaming behavior that arise. Specifically from the perspective of multiagent task assignment, the types of tasks and the nature of assignments brought by the adversary are categorized. The frontiers of the current literature and the direction for future research are discussed at the end.
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对抗情境下的团队行为
当一组代理与对手竞争时,有趣而有效的团队行为就会出现。例子包括从自然界观察到的动物群体行为到团队运动中使用的策略。这篇小综述回顾了多智能体系统在对抗场景下研究群体控制的文献。我们确定了制定对手的不同方式,并讨论了出现的各种类型的团队行为。具体从多智能体任务分配的角度,对对手带来的任务类型和任务性质进行了分类。最后讨论了当前文献研究的前沿和未来的研究方向。
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Reinforcement learning for path planning of free-floating space robotic manipulator with collision avoidance and observation noise Self-paced heart rate control during treadmill exercise for persons with gait impairment: a case study Editorial: Cooperative control and team behaviors in adversarial environments Erratum: Global versus local Lyapunov approach used in disturbance observer-based wind turbine control Teaming behavior in adversarial scenarios
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