A survey on emergent language

J Peters, CW de Puiseau, H Tercan… - arXiv preprint arXiv …, 2024 - arxiv.org
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 …

Models of symbol emergence in communication: a conceptual review and a guide for avoiding local minima

J Zubek, T Korbak, J Rączaszek-Leonardi - Artificial Intelligence Review, 2024 - Springer
Computational simulations are a popular method for testing hypotheses about the
emergence of symbolic communication. This kind of research is performed in a variety of …

[图书][B] Symbols: An evolutionary history from the stone age to the future

R Sproat - 2023 - books.google.com
For millennia humans have used visible marks to communicate information. Modern
examples of conventional graphical symbols include written language, and non-linguistic …

Divide-and-conquer policy in the Naming Game

C Ma, B Cross, G Korniss… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The naming game (NG) is a classic model for studying the emergence and evolution of
language within a population. In this article, we extend the traditional NG model to …

Language games meet multi-agent reinforcement learning: A case study for the naming game

P Van Eecke, K Beuls, J Botoko Ekila… - Journal of Language …, 2022 - academic.oup.com
Today, computational models of emergent communication in populations of autonomous
agents are studied through two main methodological paradigms: multi-agent reinforcement …

Divide-and-rule policy in the Naming Game

C Ma, B Cross, G Korniss, BK Szymanski - arXiv preprint arXiv:2306.15922, 2023 - arxiv.org
The Naming Game is a classic model for studying the emergence and evolution of language
within a population. In this paper, we extend the traditional Naming Game model to …

Implementing Cognitive Semantics of Autoepistemic Membership Statements: The Case of Categories with Prototypes

RP Katarzyniak, G Popek, M Żurawski - Applied Sciences, 2024 - mdpi.com
This article presents a model of an architecture of an artificial cognitive agent that performs
the function of generating autoepistemic membership statements used to communicate …

Identification of commonalities across different languages

K Green - Frontiers in Language Sciences, 2023 - frontiersin.org
This article fulfills the need for quantifiable, physical, common characteristics across different
languages, which is needed to support the theory that humans use domain-general …

Introduction to Evolving (Proto) Language/s

N Gontier, MB Żywiczyńska, S Johansson, L McCune - Lingua, 2024 - Elsevier
Scholarly opinions vary on what language is, how it evolved, and from where or what it
evolved. Long considered uniquely human, today scholars argue for evolutionary continuity …

Emergence of Grounded Language Representations for Continuous Object Properties Through Decentralized Embodied Learning

Y Wei, S Nakagawa, T Tanikawa… - Pacific Rim International …, 2024 - Springer
While existing emergent language systems often lack robust grounding in real-world
perceptual modalities, this study explores how environmental interventions and …