A survey on emergent language
The field of emergent language represents a novel area of research within the domain of
artificial intelligence, particularly within the context of multi-agent reinforcement learning …
artificial intelligence, particularly within the context of multi-agent reinforcement learning …
Learning Translations: Emergent Communication Pretraining for Cooperative Language Acquisition
D Cope, P McBurney - arXiv preprint arXiv:2402.16247, 2024 - arxiv.org
In Emergent Communication (EC) agents learn to communicate with one another, but the
protocols that they develop are specialised to their training community. This observation led …
protocols that they develop are specialised to their training community. This observation led …
Meta-Referential Games to Learn Compositional Learning Behaviours
Human beings use compositionality to generalise from past experiences to novel
experiences. We assume a separation of our experiences into fundamental atomic …
experiences. We assume a separation of our experiences into fundamental atomic …