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Computational social experiments, which typically employ agent-based modeling to create testbeds for piloting social experiments, not only provide a computational solution to the major challenges faced by traditional experimental methods,…

Computers and Society · Computer Science 2025-08-13 Jinghua Piao , Yuwei Yan , Nian Li , Jun Zhang , Yong Li

Large Language Model (LLM) agents have demonstrated impressive capabilities for social interaction and are increasingly being deployed in situations where they might engage with both human and artificial agents. These interactions represent…

Artificial Intelligence · Computer Science 2025-12-04 Chandler Smith , Marwa Abdulhai , Manfred Diaz , Marko Tesic , Rakshit S. Trivedi , Alexander Sasha Vezhnevets , Lewis Hammond , Jesse Clifton , Minsuk Chang , Edgar A. Duéñez-Guzmán , John P. Agapiou , Jayd Matyas , Danny Karmon , Akash Kundu , Aliaksei Korshuk , Ananya Ananya , Arrasy Rahman , Avinaash Anand Kulandaivel , Bain McHale , Beining Zhang , Buyantuev Alexander , Carlos Saith Rodriguez Rojas , Caroline Wang , Chetan Talele , Chenao Liu , Chichen Lin , Diana Riazi , Di Yang Shi , Emanuel Tewolde , Elizaveta Tennant , Fangwei Zhong , Fuyang Cui , Gang Zhao , Gema Parreño Piqueras , Hyeonggeun Yun , Ilya Makarov , Jiaxun Cui , Jebish Purbey , Jim Dilkes , Jord Nguyen , Lingyun Xiao , Luis Felipe Giraldo , Manuela Chacon-Chamorro , Manuel Sebastian Rios Beltran , Marta Emili García Segura , Mengmeng Wang , Mogtaba Alim , Nicanor Quijano , Nico Schiavone , Olivia Macmillan-Scott , Oswaldo Peña , Peter Stone , Ram Mohan Rao Kadiyala , Rolando Fernandez , Ruben Manrique , Sunjia Lu , Sheila A. McIlraith , Shamika Dhuri , Shuqing Shi , Siddhant Gupta , Sneheel Sarangi , Sriram Ganapathi Subramanian , Taehun Cha , Toryn Q. Klassen , Wenming Tu , Weijian Fan , Wu Ruiyang , Xue Feng , Yali Du , Yang Liu , Yiding Wang , Yipeng Kang , Yoonchang Sung , Yuxuan Chen , Zhaowei Zhang , Zhihan Wang , Zhiqiang Wu , Ziang Chen , Zilong Zheng , Zixia Jia , Ziyan Wang , Dylan Hadfield-Menell , Natasha Jaques , Tim Baarslag , Jose Hernandez-Orallo , Joel Z. Leibo

Large Language Models (LLMs) have been observed to encode and perpetuate harmful associations present in the training data. We propose a theoretically grounded framework called StereoMap to gain insights into their perceptions of how…

Computation and Language · Computer Science 2023-11-01 Sullam Jeoung , Yubin Ge , Jana Diesner

As large language models (LLMs) advance across diverse tasks, the need for comprehensive evaluation beyond single metrics becomes increasingly important. To fully assess LLM intelligence, it is crucial to examine their interactive dynamics…

Computation and Language · Computer Science 2025-09-23 Junhao Chen , Jingbo Sun , Xiang Li , Haidong Xin , Yuhao Xue , Yibin Xu , Hao Zhao

Large Language Models (LLMs) have shown impressive capabilities in complex tasks and interactive environments, yet their creativity remains underexplored. This paper introduces a simulation framework utilizing the game Balderdash to…

Multiagent Systems · Computer Science 2024-11-18 Parsa Hejabi , Elnaz Rahmati , Alireza S. Ziabari , Preni Golazizian , Jesse Thomason , Morteza Dehghani

Large language models (LLMs) are increasingly deployed in collaborative tasks involving multiple agents, forming an "AI agent society: where agents interact and influence one another. Whether such groups can spontaneously coordinate on…

Physics and Society · Physics 2025-04-16 Giordano De Marzo , Claudio Castellano , David Garcia

Human social interactions depend on the ability to infer others' unspoken intentions, emotions, and beliefs-a cognitive skill grounded in the psychological concept of Theory of Mind (ToM). While large language models (LLMs) excel in…

Computation and Language · Computer Science 2025-10-15 Xuanming Zhang , Yuxuan Chen , Samuel Yeh , Sharon Li

As Large Language Models (LLMs) get integrated into diverse workflows, they are increasingly being regarded as "collaborators" with humans, and required to work in coordination with other AI systems. If such AI collaborators are to reliably…

Computation and Language · Computer Science 2026-01-23 Abhijnan Nath , Carine Graff , Nikhil Krishnaswamy

Agent-based modeling (ABM) offers powerful insights into complex systems, but its practical utility has been limited by computational constraints and simplistic agent behaviors, especially when simulating large populations. Recent…

Multiagent Systems · Computer Science 2024-11-12 Ayush Chopra , Shashank Kumar , Nurullah Giray-Kuru , Ramesh Raskar , Arnau Quera-Bofarull

We present Social Agent, a novel framework for synthesizing realistic and contextually appropriate co-speech nonverbal behaviors in dyadic conversations. In this framework, we develop an agentic system driven by a Large Language Model (LLM)…

Graphics · Computer Science 2025-10-07 Zeyi Zhang , Yanju Zhou , Heyuan Yao , Tenglong Ao , Xiaohang Zhan , Libin Liu

Recent developments in Large Language Models (LLMs) have significantly expanded their applications across various domains. However, the effectiveness of LLMs is often constrained when operating individually in complex environments. This…

Artificial Intelligence · Computer Science 2024-05-08 Silvan Ferreira , Ivanovitch Silva , Allan Martins

Generative artificial intelligence (Generative AI), and in particular Large Language Models (LLMs) have gained significant popularity among researchers and industrial communities, paving the way for integrating LLMs in different domains,…

Computer Science and Game Theory · Computer Science 2024-10-15 Alonso Silva

Strategic decision-making in multi-agent settings is a key challenge for large language models (LLMs), particularly when coordination and negotiation must unfold over extended conversations. While recent work has explored the use of LLMs in…

Computation and Language · Computer Science 2026-01-26 Victor Conchello Vendrell , Max Ruiz Luyten , Mihaela van der Schaar

Humans increasingly rely on large language models (LLMs) to support decisions in social settings. Previous work suggests that such tools shape people's moral and political judgements. However, the long-term implications of LLM-based social…

Physics and Society · Physics 2025-07-02 Alexandre S. Pires , Laurens Samson , Sennay Ghebreab , Fernando P. Santos

The social science of large language models (LLMs) examines how these systems evoke mind attributions, interact with one another, and transform human activity and institutions. We conducted a systematic review of 270 studies, combining text…

Artificial Intelligence · Computer Science 2025-10-28 Xiao Jia , Zhanzhan Zhao

With the rapid advancement of large language models (LLMs), recent years have witnessed many promising studies on leveraging LLM-based agents to simulate human social behavior. While prior work has demonstrated significant potential across…

This paper examines why safety mechanisms designed for human-model interaction do not scale to environments where large language models (LLMs) interact with each other. Most current governance practices still rely on single-agent safety…

Multiagent Systems · Computer Science 2025-12-03 Piercosma Bisconti , Marcello Galisai , Federico Pierucci , Marcantonio Bracale , Matteo Prandi

As Large Language Models (LLMs) gain agentic abilities, they will have to navigate complex multi-agent scenarios, interacting with human users and other agents in cooperative and competitive settings. This will require new reasoning skills,…

Artificial Intelligence · Computer Science 2025-06-26 Andrei Lupu , Timon Willi , Jakob Foerster

Large Language Models (LLMs) have transformed agent-agent and human-agent interaction by enabling software, physical, and simulation agents to communicate and deliberate through natural language. Yet fluent language use does not by itself…

Multiagent Systems · Computer Science 2026-05-05 Önder Gürcan , Moharram Challenger

Large language models (LLMs) show increasingly advanced emergent capabilities and are being incorporated across various societal domains. Understanding their behavior and reasoning abilities therefore holds significant importance. We argue…

Computation and Language · Computer Science 2024-08-09 Thilo Hagendorff , Ishita Dasgupta , Marcel Binz , Stephanie C. Y. Chan , Andrew Lampinen , Jane X. Wang , Zeynep Akata , Eric Schulz