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compositional language emergence
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compositional-language-emergence-914f8e81·1 events·first seen 28d agoAliases: compositional language emergence
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compositional generalizationMeta-Learning for Compositionalityemergent communicationEmergent Language as an Approach to Conscious AICOMPOSEOperadic consistency: a label-free signal for compositional reasoning failures in LLMsgenerative language modelingconstructional semanticsOperads for compositional reasoning in LLMsEmergentCompositional Residual (eps*)Block-Compositional Caption Supervision
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Emergence of Grounded Compositional Language in Multi-Agent Populations
This 2017 OpenAI research paper investigates how compositional language can emerge spontaneously in populations of agents trained via multi-agent reinforcement learning. The work explores grounded communication protocols that arise without explicit linguistic supervision, contributing foundational insights into emergent communication and agent coordination. Though published in 2017, it represents an early milestone in OpenAI's research on multi-agent systems and emergent behavior.