Deciphering Digital Detectives: Understanding LLM Behaviors and
Capabilities in Multi-Agent Mystery Games

Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games

1 December 2023

Dekun Wu

Papers citing "Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games"

13 / 13 papers shown

Title
Personalized Attacks of Social Engineering in Multi-turn Conversations -- LLM Agents for Simulation and Detection Tharindu Kumarage Cameron Johnson Jadie Adams Lin Ai Matthias Kirchner A. Hoogs Joshua Garland Julia Hirschberg Arslan Basharat Huan Liu AAML 62 1 0 18 Mar 2025
Investigating the Adaptive Robustness with Knowledge Conflicts in LLM-based Multi-Agent Systems Tianjie Ju B. Wang Hao Fei M. Lee W. Hsu ... Qianren Wang Pengzhou Cheng Zongru Wu Zhuosheng Zhang Gongshen Liu AAML 36 0 0 24 Feb 2025
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents Xinyi Mou Xuanwen Ding Qi He Liang Wang Jingcong Liang ... L. Sun Jiayu Lin Jie Zhou Xuanjing Huang Zhongyu Wei LLMAG LM&Ro AI4CE 80 12 0 04 Dec 2024
AMONGAGENTS: Evaluating Large Language Models in the Interactive Text-Based Social Deduction Game Yizhou Chi Lingjun Mao Zineng Tang LLMAG AI4CE 33 5 0 23 Jul 2024
Defending Against Social Engineering Attacks in the Age of LLMs Lin Ai Tharindu Kumarage Amrita Bhattacharjee Zizhou Liu Zheng Hui ... Arslan Basharat A. Hoogs Joshua Garland Huan Liu Julia Hirschberg AAML 32 11 0 18 Jun 2024
A Survey on Large Language Model-Based Game Agents Sihao Hu Tiansheng Huang Gaowen Liu Ramana Rao Kompella Gaowen Liu Selim Furkan Tekin Yichang Xu Zachary Yahn Ling Liu LLMAG LM&Ro AI4CE LM&MA 69 49 0 02 Apr 2024
LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models Yadong Zhang Shaoguang Mao Tao Ge Xun Wang Adrian de Wynter Yan Xia Wenshan Wu Ting Song Man Lan Furu Wei LRM 78 48 0 01 Apr 2024
AgentGroupChat: An Interactive Group Chat Simulacra For Better Eliciting Emergent Behavior Zhouhong Gu Xiaoxuan Zhu Haoran Guo Lin Zhang Yin Cai ... Yifei Dai Yan Gao Yao Hu Hongwei Feng Yanghua Xiao AI4CE 32 1 0 20 Mar 2024
A Survey on Game Playing Agents and Large Models: Methods, Applications, and Challenges Xinrun Xu Yuxin Wang Chaoyi Xu Ziluo Ding Jiechuan Jiang Zhiming Ding Börje F. Karlsson LM&Ro LLMAG 70 13 0 15 Mar 2024
CacheGen: KV Cache Compression and Streaming for Fast Language Model Serving Yuhan Liu Hanchen Li Yihua Cheng Siddhant Ray Yuyang Huang ... Ganesh Ananthanarayanan Michael Maire Henry Hoffmann Ari Holtzman Junchen Jiang 50 41 0 11 Oct 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 215 1,727 0 07 Apr 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 233 2,470 0 06 Oct 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,217 0 21 Mar 2022