Neural-network agents trained in social environments learn hybrid navigation strategies that combine individual landmark use with social following, with strategy shifts driven by the ratio of skilled to unskilled social agents.
Thomas M Cover and Joy A Thomas.Elements of information theory
2 Pith papers cite this work. Polarity classification is still indexing.
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A multi-agent extension of empowerment produces emergent group organizations in tendon-coupled agent pairs and controllable Vicsek flocks.
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Social-spatial dependencies for learning visual navigation
Neural-network agents trained in social environments learn hybrid navigation strategies that combine individual landmark use with social following, with strategy shifts driven by the ratio of skilled to unskilled social agents.
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Multi-Agent Empowerment and Emergence of Complex Behavior in Groups
A multi-agent extension of empowerment produces emergent group organizations in tendon-coupled agent pairs and controllable Vicsek flocks.