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Large Language Models (LLMs) are becoming increasingly powerful and capable of handling complex tasks, e.g., building single agents and multi-agent systems.
Cooperative multi-agent learning: The state of the art
Panait, L.; and Luke, S. 2005 · 2005
Earlier work this paper cites.
Starcraft ii: A new challenge for reinforcement learning
Vinyals, O.; Ewalds, T.; Bartunov, S.; Georgiev, P.; Vezhnevets, A. S.; Yeo, M.; Makhzani, A.; Küttler, H.; Agapiou, J.; Schrittwieser, J.; et al. 2017 · 2017
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On the utility of learning about humans for human-ai coordination
Carroll, M.; Shah, R.; Ho, M. K.; Griffiths, T.; Seshia, S.; Abbeel, P.; and Dragan, A. 2019 · 2019
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Highly accurate protein structure prediction with AlphaFold
Jumper, J.; Evans, R.; Pritzel, A.; Green, T.; Figurnov, M.; Ronneberger, O.; Tunyasuvunakool, K.; Bates, R.; Žídek, A.; Potapenko, A.; et al. 2021 · 2021
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Achiam, J.; Adler, S.; Agarwal, S.; Ahmad, L.; Akkaya, I.; Aleman, F. L.; Almeida, D.; Altenschmidt, J.; Altman, S.; Anadkat, S.; et al. 2023 · 2023
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Evaluating multi-agent coordination abilities in large language models
Agashe, S.; Fan, Y.; and Wang, X. E. 2023 · 2023
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Playing repeated games with large language models
Akata, E.; Schulz, L.; Coda-Forno, J.; Oh, S. J.; Bethge, M.; and Schulz, E. 2023 · 2023
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A framework for exploring player perceptions of llm-generated dialogue in commercial video games
Akoury, N.; Yang, Q.; and Iyyer, M. 2023 · 2023
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Plan4mc: Skill reinforcement learning and planning for open-world minecraft tasks
BAAI, P. 2023 · 2023
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Accurate medium-range global weather forecasting with 3D neural networks
Bi, K.; Xie, L.; Zhang, H.; Chen, X.; Gu, X.; and Tian, Q. 2023 · 2023
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Llama rider: Spurring large language models to explore the open world
Feng, Y.; Wang, Y.; Liu, J.; Zheng, S.; and Lu, Z. 2023 · 2023
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Mindagent: Emergent gaming interaction
Gong, R.; Huang, Q.; Ma, X.; Vo, H.; Durante, Z.; Noda, Y.; Zheng, Z.; Zhu, S.-C.; Terzopoulos, D.; Fei-Fei, L.; et al. 2023 · 2023
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Suspicion-agent: Playing imperfect information games with theory of mind aware gpt-4
Guo, J.; Yang, B.; Yoo, P.; Lin, B. Y.; Iwasawa, Y.; and Matsuo, Y. 2023 · 2023
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A real-world webagent with planning, long context understanding, and program synthesis
Gur, I.; Furuta, H.; Huang, A.; Safdari, M.; Matsuo, Y.; Eck, D.; and Faust, A. 2023 · 2023
Cited alongside, same era.
War and peace (waragent): Large language model-based multi-agent simulation of world wars
Hua, W.; Fan, L.; Li, L.; Mei, K.; Ji, J.; Ge, Y.; Hemphill, L.; and Zhang, Y. 2023 · 2023
Cited alongside, same era.
Jiang, A. Q.; Sablayrolles, A.; Mensch, A.; Bamford, C.; Chaplot, D. S.; Casas, D. d. l.; Bressand, F.; Lengyel, G.; Lample, G.; Saulnier, L.; et al. 2023 · 2023
Cited alongside, same era.
Avalonbench: Evaluating llms playing the game of avalon
Light, J.; Cai, M.; Shen, S.; and Hu, Z. 2023 · 2023
Cited alongside, same era.
Large language models play starcraft ii: Benchmarks and a chain of summarization approach
Chessgpt: Bridging policy learning and language modeling
Feng, X.; Luo, Y.; Wang, Z.; Tang, H.; Yang, M.; Shao, K.; Mguni, D.; Du, Y.; and Wang, J. 2024 · 2024
Closest in time.
ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
GLM, T.; Zeng, A.; Xu, B.; Wang, B.; Zhang, C.; Yin, D.; Rojas, D.; Feng, G.; Zhao, H.; Lai, H.; et al. 2024 · 2024
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Large language model based multi-agents: A survey of progress and challenges
Guo, T.; Chen, X.; Wang, Y.; Chang, R.; Pei, S.; Chawla, N. V.; Wiest, O.; and Zhang, X. 2024 · 2024
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A survey on large language model-based game agents
Hu, S.; Huang, T.; Ilhan, F.; Tekin, S.; Liu, G.; Kompella, R.; and Liu, L. 2024 · 2024
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Ma, W.; Mi, Q.; Yan, X.; Wu, Y.; Lin, R.; Zhang, H.; and Wang, J. 2023 · 2023
Cited alongside, same era.
Cooperation on the fly: Exploring language agents for ad hoc teamwork in the avalon game
Shi, Z.; Fang, M.; Zheng, S.; Deng, S.; Chen, L.; and Du, Y. 2023 · 2023
Cited alongside, same era.
Large language models encode clinical knowledge
Singhal, K.; Azizi, S.; Tu, T.; Mahdavi, S. S.; Wei, J.; Chung, H. W.; Scales, N.; Tanwani, A.; Cole-Lewis, H.; Pfohl, S.; et al. 2023 · 2023
Cited alongside, same era.
Internlm: A multilingual language model with progressively enhanced capabilities
Team, I. 2023 · 2023
Cited alongside, same era.
Autogen: Enabling next-gen llm applications via multi-agent conversation framework
Wu, Q.; Bansal, G.; Zhang, J.; Wu, Y.; Zhang, S.; Zhu, E.; Li, B.; Jiang, L.; Zhang, X.; and Wang, C. 2023 · 2023
Cited alongside, same era.
Creative agents: Empowering agents with imagination for creative tasks
Zhang, C.; Cai, P.; Fu, Y.; Yuan, H.; and Lu, Z. 2023 · 2023
Cited alongside, same era.
S-Agents: self-organizing agents in open-ended environment
Chen, J.; Jiang, Y.; Lu, J.; and Zhang, L. 2024 · 2024
Cited alongside, same era.
de Wynter, A. 2024 · 2024
Cited alongside, same era.
Hu, S.; Huang, T.; and Liu, L. 2024 · 2024
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PokerGPT: An End-to-End Lightweight Solver for Multi-Player Texas Hold’em via Large Language Model
Huang, C.; Cao, Y.; Wen, Y.; Zhou, T.; and Zhang, Y. 2024 · 2024
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SwarmBrain: Embodied agent for real-time strategy game StarCraft II via large language models
Shao, X.; Jiang, W.; Zuo, F.; and Liu, M. 2024 · 2024
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GlitchBench: Can large multimodal models detect video game glitches?
Taesiri, M. R.; Feng, T.; Bezemer, C.-P.; and Nguyen, A. 2024 · 2024
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Towards general computer control: A multimodal agent for red dead redemption ii as a case study
Tan, W.; Ding, Z.; Zhang, W.; Li, B.; Zhou, B.; Yue, J.; Xia, H.; Jiang, J.; Zheng, L.; Xu, X.; et al. 2024 · 2024
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Gemma: Open models based on gemini research and technology
Team, G.; Mesnard, T.; Hardin, C.; Dadashi, R.; Bhupatiraju, S.; Pathak, S.; Sifre, L.; Rivière, M.; Kale, M. S.; Love, J.; et al. 2024 · 2024
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Yang, A.; Yang, B.; Hui, B.; Zheng, B.; Yu, B.; Zhou, C.; Li, C.; Li, C.; Liu, D.; Huang, F.; et al. 2024 · 2024
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Yi: Open foundation models by 01. ai
Young, A.; Chen, B.; Li, C.; Huang, C.; Zhang, G.; Zhang, G.; Li, H.; Zhu, J.; Chen, J.; Chang, J.; et al. 2024 · 2024
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