Title
Runaway is Ashamed, But Helpful: On the Early-Exit Behavior of Large Language Model-based Agents in Embodied Environments Qingyu Lu Liang Ding Siyi Cao Xuebo Liu Kanjian Zhang Jinxia Zhang Dacheng Tao LLMAG 182 0 0 23 May 2025
MobileCity: An Efficient Framework for Large-Scale Urban Behavior Simulation Xiaotong Ye Nicolas Bougie Toshihiko Yamasaki Narimasa Watanabe 84 0 0 18 Apr 2025
Stochastic Optimization with Optimal Importance Sampling Liviu Aolaritei Bart P. G. Van Parys Henry Lam Michael I. Jordan 106 2 0 04 Apr 2025
AnimeGamer: Infinite Anime Life Simulation with Next Game State Prediction Junhao Cheng Yuying Ge Yixiao Ge Jing Liao Ying Shan VGen AI4CE 103 2 0 01 Apr 2025
Towards Scientific Intelligence: A Survey of LLM-based Scientific Agents Shuo Ren Pu Jian Zhenjiang Ren Chunlin Leng Can Xie Jiajun Zhang LLMAG AI4CE 118 1 0 31 Mar 2025
Cultivating Game Sense for Yourself: Making VLMs Gaming Experts Wenxuan Lu Jiangyang He Zhanqiu Zhang Yiwen Guo Tianning Zang 60 0 0 27 Mar 2025
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval Yu Zhang Shutong Qiao Jiaqi Zhang Tzu-Heng Lin Chen Gao Yongqian Li LM&Ro LM&MA 207 3 0 07 Mar 2025
PokéChamp: an Expert-level Minimax Language Agent Seth Karten Andy Luu Nguyen Chi Jin AI4MH LLMAG ELM 99 4 0 06 Mar 2025
Among Them: A game-based framework for assessing persuasion capabilities of LLMs Mateusz Idziejczak Vasyl Korzavatykh Mateusz Stawicki Andrii Chmutov Marcin Korcz Iwo Błądek Dariusz Brzezinski LLMAG 71 2 0 27 Feb 2025
TextGames: Learning to Self-Play Text-Based Puzzle Games via Language Model Reasoning Frederikus Hudi Genta Indra Winata Ruochen Zhang Alham Fikri Aji ReLM LRM 112 4 0 25 Feb 2025
Reasoning Does Not Necessarily Improve Role-Playing Ability Xiachong Feng Longxu Dou Dianbo Sui LLMAG LRM 81 5 0 24 Feb 2025
Direct Value Optimization: Improving Chain-of-Thought Reasoning in LLMs with Refined Values Hongbo Zhang Han Cui Guangsheng Bao Linyi Yang Jun Wang Yue Zhang OffRL LRM AI4CE 70 2 0 20 Feb 2025
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Darren Edge Ha Trinh Newman Cheng Joshua Bradley Alex Chao Apurva Mody Steven Truitt Dasha Metropolitansky Robert Osazuwa Ness Jonathan Larson RALM 228 414 0 20 Feb 2025
Game Theory Meets Large Language Models: A Systematic Survey Haoran Sun Yusen Wu Yukun Cheng Xu Chu LM&MA OffRL AI4CE 116 4 0 13 Feb 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning DeepSeek-AI Daya Guo Dejian Yang Haowei Zhang Junxiao Song ... Shiyu Wang S. Yu Shunfeng Zhou Shuting Pan S.S. Li ReLM VLM OffRL AI4TS LRM 328 1,641 0 22 Jan 2025
What if LLMs Have Different World Views: Simulating Alien Civilizations with LLM-based Agents Mingyu Jin Beichen Wang Zhaoqian Xue Suiyuan Zhu Wenyue Hua Hua Tang Kai Mei Jundong Li Yongfeng Zhang LM&Ro LLMAG 100 11 0 03 Jan 2025
Future Research Avenues for Artificial Intelligence in Digital Gaming: An Exploratory Report Markus Dablander 124 0 0 18 Dec 2024
EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents Cheng Qian Peixuan Han Qinyu Luo Bingxiang He Xiusi Chen ... Jiarui Yao Xiaocheng Yang Denghui Zhang Yunzhu Li Heng Ji LLMAG LRM 129 3 0 18 Dec 2024
A Survey on Large Language Model-Based Social Agents in Game-Theoretic Scenarios Xiachong Feng Longxu Dou Ella Li Qinghao Wang Haoran Wang Yu Guo Chang Ma Lingpeng Kong LM&Ro LM&MA ELM LLMAG AI4CE 114 6 0 05 Dec 2024
Free Process Rewards without Process Labels Lifan Yuan Wendi Li Huayu Chen Ganqu Cui Ning Ding Kaiyan Zhang Bowen Zhou Ziqiang Liu Hao Peng OffRL 96 61 0 02 Dec 2024
PhysGame: Uncovering Physical Commonsense Violations in Gameplay Videos Meng Cao Haoran Tang Haoze Zhao Hangyu Guo Jing Liu Ge Zhang Ruyang Liu Qiang Sun Ian Reid Xiaodan Liang 155 3 0 02 Dec 2024
Positive Experience Reflection for Agents in Interactive Text Environments Philip Lippmann Matthijs Spaan Jie Yang LLMAG 50 0 0 04 Nov 2024
GPT for Games: An Updated Scoping Review (2020-2024) Daijin Yang Erica Kleinman Casper Harteveld LLMAG AI4TS AI4CE 120 3 0 01 Nov 2024
Project Sid: Many-agent simulations toward AI civilization Altera. AL Andrew Ahn Nic Becker Stephanie Carroll Nico Christie ... Shuying Luo Peter Y Wang Mathew Willows Feitong Yang Guangyu Robert Yang LLMAG LM&Ro AI4CE 85 13 0 31 Oct 2024
In Context Learning and Reasoning for Symbolic Regression with Large Language Models Samiha Sharlin Tyler R. Josephson ReLM LLMAG LRM 77 2 0 22 Oct 2024
Reasoning, Memorization, and Fine-Tuning Language Models for Non-Cooperative Games Yunhao Yang Leonard Berthellemy Ufuk Topcu LLMAG LRM 44 0 0 18 Oct 2024
From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs Alireza Rezazadeh Zichao Li Wei Wei Yujia Bao 109 4 0 17 Oct 2024
Words as Beacons: Guiding RL Agents with High-Level Language Prompts Unai Ruiz-Gonzalez Alain Andres Pedro G. Bascoy Javier Del Ser 43 0 0 11 Oct 2024
ING-VP: MLLMs cannot Play Easy Vision-based Games Yet Haoran Zhang Hangyu Guo Shuyue Guo Meng Cao Wenhao Huang Jiaheng Liu Ge Zhang VLM MLLM LRM 66 2 0 09 Oct 2024
Agents' Room: Narrative Generation through Multi-step Collaboration Fantine Huot Reinald Kim Amplayo Jennimaria Palomaki Alice Shoshana Jakobovits Elizabeth Clark Mirella Lapata 77 13 0 03 Oct 2024
LLMs May Not Be Human-Level Players, But They Can Be Testers: Measuring Game Difficulty with LLM Agents Chang Xiao Brenda Z. Yang LLMAG 55 2 0 01 Oct 2024
Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey Tiansheng Huang Sihao Hu Fatih Ilhan Selim Furkan Tekin Ling Liu AAML 83 38 0 26 Sep 2024
LLM-Agent-UMF: LLM-based Agent Unified Modeling Framework for Seamless Integration of Multi Active/Passive Core-Agents Amine B. Hassouna Hana Chaari Ines Belhaj LLMAG 49 1 0 17 Sep 2024
SC-Phi2: A Fine-tuned Small Language Model for StarCraft II Macromanagement Tasks Muhammad Junaid Khan G. Sukthankar 34 0 0 17 Sep 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 64 4 0 13 Sep 2024
LifeGPT: Topology-Agnostic Generative Pretrained Transformer Model for Cellular Automata Jaime Berkovich Markus J. Buehler AI4CE 43 2 0 03 Sep 2024
Agentic Society: Merging skeleton from real world and texture from Large Language Model Yuqi Bai Kun Sun Huishi Yin 57 1 0 02 Sep 2024
BattleAgentBench: A Benchmark for Evaluating Cooperation and Competition Capabilities of Language Models in Multi-Agent Systems Wei Wang Dan Zhang Tao Feng Boyan Wang Jie Tang LLMAG ELM 52 3 0 28 Aug 2024
Drama Engine: A Framework for Narrative Agents M. Pichlmair Riddhi Raj Charlene Putney LLMAG 51 1 0 21 Aug 2024
HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model Mengkang Hu Tianxing Chen Qiguang Chen Yao Mu Wenqi Shao Ping Luo LM&Ro LLMAG RALM 52 4 0 18 Aug 2024
VideoGameBunny: Towards vision assistants for video games Mohammad Reza Taesiri Cor-Paul Bezemer VLM MLLM 52 2 0 21 Jul 2024
A Text-to-Game Engine for UGC-Based Role-Playing Games Lei Zhang Xuezheng Peng Shuyi Yang Feiyang Wang 67 1 0 11 Jul 2024
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents Petr Anokhin Nikita Semenov Artyom Sorokin Dmitry Evseev Andrey Kravchenko Mikhail Burtsev Evgeny Burnaev LLMAG RALM KELM 80 7 0 05 Jul 2024
GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models Shilong Li Yancheng He Hangyu Guo Xingyuan Bu Ge Bai ... Xingwei Qu Yangguang Li Wanli Ouyang Wenbo Su Bo Zheng RALM LLMAG 72 8 0 20 Jun 2024
Artificial Leviathan: Exploring Social Evolution of LLM Agents Through the Lens of Hobbesian Social Contract Theory Gordon Dai Weijia Zhang Jinhan Li Siqi Yang Chidera Onochie lbe Srihas Rao Arthur Caetano Misha Sra LLMAG 62 6 0 20 Jun 2024
Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning Chaojie Wang Yanchen Deng Zhiyi Lyu Liang Zeng Jujie He Shuicheng Yan Bo An LRM ReLM 63 59 0 20 Jun 2024
Watch Every Step! LLM Agent Learning via Iterative Step-Level Process Refinement Weimin Xiong Yifan Song Xiutian Zhao Wenhao Wu Xun Wang Ke Wang Cheng Li Wei Peng Sujian Li 72 36 0 17 Jun 2024
Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning Tiansheng Huang Sihao Hu Fatih Ilhan Selim Furkan Tekin Ling Liu 94 31 0 28 May 2024
Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning Yuexiang Zhai Hao Bai Zipeng Lin Jiayi Pan Shengbang Tong ... Alane Suhr Saining Xie Yann LeCun Yi-An Ma Sergey Levine LLMAG LRM 84 76 0 16 May 2024
Quantifying and Optimizing Global Faithfulness in Persona-driven Role-playing Letian Peng Jingbo Shang 65 3 0 13 May 2024