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Constructive studies on symbol emergence systems seek to investigate computational models that can better explain human language evolution, the creation of symbol systems, and the construction of internal representations.
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Kuniyasu R, Nakamura T, Taniguchi T, Nagai T. Robot concept acquisition based on interaction between probabilistic and deep generative models. Frontiers in Computer Science. 2021;3
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Hagiwara Y, Furukawa K, Taniguchi A, Taniguchi T. Multiagent multimodal categorization for symbol emergence: emergent communication via interpersonal cross-modal inference. Advanced Robotics. 2022;36(5-6):239–260
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Galke L, Ram Y, Raviv L. Emergent Communication for Understanding Human Language Evolution: What’s Missing? In: Workshop on emergent communication at ICLR 2022. 2022
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