Can Large Language Models Play Text Games Well? Current State-of-the-Art and Open Questions

6 April 2023

Papers citing "Can Large Language Models Play Text Games Well? Current State-of-the-Art and Open Questions"

21 / 21 papers shown

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TALES: Text Adventure Learning Environment Suite Christopher Zhang Cui Xingdi Yuan Ziang Xiao Prithviraj Ammanabrolu Marc-Alexandre Côté LLMAG LRM 52 1 0 19 Apr 2025
Reinforcement Learning Environment with LLM-Controlled Adversary in D&D 5th Edition Combat Joseph Emmanuel DL Dayo Michel Onasis S. Ogbinar Prospero C. Naval Jr 56 0 0 19 Mar 2025
Agents Play Thousands of 3D Video Games Zhongwen Xu Xianliang Wang Siyi Li Tao Yu Liang Wang Qiang Fu Wei Yang LM&Ro 52 0 0 17 Mar 2025
Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering Xinyan Guan Yanjiang Liu Xinyu Lu Boxi Cao Xianpei Han ... Le Sun Jie Lou Bowen Yu Yaojie Lu Hongyu Lin ALM 89 2 0 18 Nov 2024
Malinowski in the Age of AI: Can large language models create a text game based on an anthropological classic? Michael Peter Hoffmann Jan Fillies Adrian Paschke LLMAG AI4CE 29 1 0 27 Oct 2024
Can AI Prompt Humans? Multimodal Agents Prompt Players' Game Actions and Show Consequences to Raise Sustainability Awareness Qinshi Zhang Ruoyu Wen Zijian Ding Latisha Besariani Hendra Ray LC LLMAG 40 1 0 13 Sep 2024
How Well Can Vision Language Models See Image Details? Chenhui Gou Abdulwahab Felemban Faizan Farooq Khan Deyao Zhu Jianfei Cai Hamid Rezatofighi Mohamed Elhoseiny VLM MLLM 47 4 0 07 Aug 2024
Take A Step Back: Rethinking the Two Stages in Visual Reasoning Mingyu Zhang Jiting Cai Mingyu Liu Yue Xu Cewu Lu Yong-Lu Li LRM 39 5 0 29 Jul 2024
A Text-to-Game Engine for UGC-Based Role-Playing Games Lei Zhang Xuezheng Peng Shuyi Yang Feiyang Wang 37 1 0 11 Jul 2024
Player-Driven Emergence in LLM-Driven Game Narrative Xiangyu Peng Jessica Quaye Sudha Rao Weijia Xu W. Dolan ... Ken Lobb Michael Xu Jorge Leandro Claire Jin Bill Dolan 46 12 0 25 Apr 2024
Missed Connections: Lateral Thinking Puzzles for Large Language Models Graham Todd Timothy Merino Sam Earle Julian Togelius ReLM LRM 49 7 0 17 Apr 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 71 52 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 93 49 0 01 Apr 2024
How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments Jen-tse Huang E. Li Man Ho Lam Tian Liang Wenxuan Wang Youliang Yuan Wenxiang Jiao Xing Wang Zhaopeng Tu Michael R. Lyu ELM LLMAG 88 35 0 18 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 99 15 0 15 Mar 2024
Large Language Models and Games: A Survey and Roadmap Roberto Gallotta Graham Todd Marvin Zammit Sam Earle Antonios Liapis Julian Togelius Georgios N. Yannakakis LLMAG LM&MA AI4CE LRM 50 73 0 28 Feb 2024
Exploring the Limits of ChatGPT in Software Security Applications Fangzhou Wu Qingzhao Zhang Ati Priya Bajaj Tiffany Bao Ning Zhang Ruoyu Wang Chaowei Xiao ALM SILM ELM 22 8 0 08 Dec 2023
LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay Yihuai Lan Zhiqiang Hu Lei Wang Yang Wang De-Yong Ye Peilin Zhao Ee-Peng Lim Hui Xiong Hao Wang LLMAG 51 40 0 23 Oct 2023
Are ChatGPT and GPT-4 Good Poker Players? -- A Pre-Flop Analysis Akshat Gupta LLMAG AI4MH 26 10 0 23 Aug 2023
Entity Tracking in Language Models Najoung Kim Sebastian Schuster 58 18 0 03 May 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 354 3,029 0 22 Mar 2023