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This paper explores the open research problem of understanding the social behaviors of LLM-based agents.
On emergent communication in competitive multi-agent teams
Paul Pu Liang, Jeffrey Chen, Ruslan Salakhutdinov, Louis-Philippe Morency, and Satwik Kottur. 2020 · 2003
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Werewolf game modeling using action probabilities based on play log analysis
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Constructing a human-like agent for the werewolf game using a psychological model based multiple perspectives
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin. 2017 · 2017
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Application of deep reinforcement learning in werewolf game agents
Tianhe Wang and Tomoyuki Kaneko. 2018 · 2018
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What data do players rely on in social deduction games?
Sarah Wiseman and Kevin B. Lewis. 2019 · 2019
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Rlupus: Cooperation through emergent communication in the werewolf social deduction game
Nicolo’ Brandizzi, Davide Grossi, and Luca Iocchi. 2021 · 2021
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Evidencenet: Evidence fusion network for fact verification
Zhendong Chen, Siu Cheung Hui, Fuzhen Zhuang, Lejian Liao, Fei Li, Meihuizi Jia, and Jiaqi Li. 2022 · 2022
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Understanding conflicts in online conversations
Sharon Levy, Robert E Kraut, Jane A Yu, Kristen M Altenburger, and Yi-Chia Wang. 2022 · 2022
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How misinformation density affects health information search
Qiurong Song and Jiepu Jiang. 2022 · 2022
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Playing repeated games with large language models
Elif Akata, Lion Schulz, Julian Coda-Forno, Seong Joon Oh, Matthias Bethge, and Eric Schulz. 2023 · 2023
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Improving language model negotiation with self-play and in-context learning from ai feedback
Yao Fu, Hao Peng, Tushar Khot, and Mirella Lapata. 2023 · 2023
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S3: Social-network simulation system with large language model-empowered agents
Chen Gao, Xiaochong Lan, Zhi jie Lu, Jinzhu Mao, Jing Piao, Huandong Wang, Depeng Jin, and Yong Li. 2023 · 2023
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Navid Ghaffarzadegan, Aritra Majumdar, Ross Williams, and Niyousha Hosseinichimeh. 2023 · 2023
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Baolin Peng, Chunyuan Li, Pengcheng He, Michel Galley, and Jianfeng Gao. 2023 · 2023
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Communicative agents for software development
Chen Qian, Xin Cong, Cheng Yang, Weize Chen, Yusheng Su, Juyuan Xu, Zhiyuan Liu, and Maosong Sun. 2023 · 2023
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Cooperation on the fly: Exploring language agents for ad hoc teamwork in the avalon game
Zijing Shi, Meng Fang, Shunfeng Zheng, Shilong Deng, Ling Chen, and Yali Du. 2023 · 2023
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Llama 2: Open foundation and fine-tuned chat models
Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, et al. 2023 · 2023
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Chatgpt for good? on opportunities and challenges of large language models for education
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Trustworthy llms: a survey and guideline for evaluating large language models’ alignment
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Large language models shape and are shaped by society: A survey of arxiv publication patterns
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Generative agents: Interactive simulacra of human behavior
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Voyager: An open-ended embodied agent with large language models
Guanzhi Wang, Yuqi Xie, Yunfan Jiang, Ajay Mandlekar, Chaowei Xiao, Yuke Zhu, Linxi Fan, and Anima Anandkumar. 2023a
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A survey on large language model based autonomous agents
Lei Wang, Chen Ma, Xueyang Feng, Zeyu Zhang, Hao Yang, Jingsen Zhang, Zhiyuan Chen, Jiakai Tang, Xu Chen, Yankai Lin, et al. 2023b
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Chen Feng Tsai, Xiaochen Zhou, Sierra S Liu, Jing Li, Mo Yu, and Hongyuan Mei. 2023 · 2023
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The rise and potential of large language model based agents: A survey
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Anatomy of an ai-powered malicious social botnet
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Plan4mc: Skill reinforcement learning and planning for open-world minecraft tasks
Haoqi Yuan, Chi Zhang, Hongcheng Wang, Feiyang Xie, Penglin Cai, Hao Dong, and Zongqing Lu. 2023 · 2023
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Xuanhe Zhou, Guoliang Li, and Zhiyuan Liu. 2023 · 2023
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Xizhou Zhu, Yuntao Chen, Hao Tian, Chenxin Tao, Weijie Su, Chenyu Yang, Gao Huang, Bin Li, Lewei Lu, Xiaogang Wang, Yu Qiao, Zhaoxiang Zhang, and Jifeng Dai. 2023 · 2023
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