emergent communication
emergent-communication-8ddff516·2 events·first seen 28d agoAliases: emergent communication
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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.
Learning to Communicate: OpenAI Agents Develop Their Own Language
OpenAI published research in which multi-agent systems spontaneously develop their own communication protocols without explicit language supervision. The work explores emergent language in reinforcement learning settings where agents must coordinate to achieve shared goals. This represents an early investigation into grounded language emergence in AI systems.