Title
SymPlanner: Deliberate Planning in Language Models with Symbolic Representation Siheng Xiong Jieyu Zhou Zhangding Liu Yusen Su LLMAG LM&Ro 173 0 0 02 May 2025
ELT-Bench: An End-to-End Benchmark for Evaluating AI Agents on ELT Pipelines Tengjun Jin Yuxuan Zhu Daniel Kang LMTD ELM 47 0 0 07 Apr 2025
VisEscape: A Benchmark for Evaluating Exploration-driven Decision-making in Virtual Escape Rooms Seungwon Lim Sungwoong Kim Jihwan Yu Sungjae Lee Jiwan Chung Youngjae Yu 71 1 0 18 Mar 2025
CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation Jie Liu Pan Zhou Yingjun Du Ah-Hwee Tan Cees G. M. Snoek J. Sonke E. Gavves LLMAG 31 2 0 07 Nov 2024
An Intelligent Agentic System for Complex Image Restoration Problems Kaiwen Zhu Jinjin Gu Zhiyuan You Yu Qiao Chao Dong 43 6 0 23 Oct 2024
KARMA: Augmenting Embodied AI Agents with Long-and-short Term Memory Systems Zixuan Wang Bo Yu Junzhe Zhao Wenhao Sun Sai Hou Shuai Liang Xing Hu Yinhe Han Yiming Gan 49 1 0 23 Sep 2024
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation Mengkang Hu Yixiao Wang Can Xu Lingfeng Sun Chensheng Peng T. Hannagan Nicola Poerio Saravan Rajmohan LM&Ro LLMAG 69 15 0 01 Aug 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 55 7 0 05 Jul 2024
ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents Haiyang Shen Yue Li Desong Meng Dongqi Cai Sheng Qi Li Zhang Mengwei Xu Yun Ma LLMAG 46 9 0 28 Jun 2024
Towards Detecting LLMs Hallucination via Markov Chain-based Multi-agent Debate Framework Xiaoxi Sun Jinpeng Li Yan Zhong Dongyan Zhao Rui Yan LLMAG HILM 29 5 0 05 Jun 2024
Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf Xuanfa Jin Ziyan Wang Yali Du Meng Fang Haifeng Zhang Jun Wang OffRL LLMAG 54 6 0 30 May 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Hai-Tao Zheng Min Li Wanxiang Che Philip S. Yu ALM LM&MA ELM LRM 52 48 0 21 May 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 51 0 02 Apr 2024
AIOS: LLM Agent Operating System Kai Mei Zelong Li Wujiang Xu Wenyue Hua Mingyu Jin Yongfeng Zhang Shuyuan Xu Ruosong Ye Yingqiang Ge Yongfeng Zhang LLMAG 28 17 0 25 Mar 2024
OPEx: A Component-Wise Analysis of LLM-Centric Agents in Embodied Instruction Following Haochen Shi Zhiyuan Sun Xingdi Yuan Marc-Alexandre Côté Bang Liu LLMAG 40 10 0 05 Mar 2024
Towards Unified Alignment Between Agents, Humans, and Environment Zonghan Yang An Liu Zijun Liu Kai Liu Fangzhou Xiong ... Zhenhe Zhang Fuwen Luo Zhicheng Guo Peng Li Yang Liu 32 4 0 12 Feb 2024
VIALM: A Survey and Benchmark of Visually Impaired Assistance with Large Models Yi Zhao Yilin Zhang Rong Xiang Jing Li Hillming Li 43 16 0 29 Jan 2024
Accelerating Retrieval-Augmented Language Model Serving with Speculation Zhihao Zhang Alan Zhu Lijie Yang Yihua Xu Lanting Li P. Phothilimthana Zhihao Jia RALM KELM 51 16 0 25 Jan 2024
DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models (Exemplified as A Video Agent) Zongxin Yang Guikun Chen Xiaodi Li Wenguan Wang Yi Yang LM&Ro LLMAG 69 35 0 16 Jan 2024
Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language Models Lucio La Cava Andrea Tagarelli LLMAG AI4CE 63 13 0 13 Jan 2024
LARP: Language-Agent Role Play for Open-World Games Ming Yan Ruihao Li Hao Zhang Hao Wang Zhilan Yang Ji Yan LLMAG LM&Ro AI4CE 27 16 0 24 Dec 2023
MP5: A Multi-modal Open-ended Embodied System in Minecraft via Active Perception Yiran Qin Enshen Zhou Qichang Liu Zhen-fei Yin Lu Sheng Ruimao Zhang Yu Qiao Jing Shao LM&Ro 32 39 0 12 Dec 2023
Digital Life Project: Autonomous 3D Characters with Social Intelligence Zhongang Cai Jian-Dong Jiang Zhongfei Qing Xinying Guo Mingyuan Zhang ... Yukun Wei Xiaogang Wang Chen Change Loy Lei Yang Ziwei Liu VGen 36 24 0 07 Dec 2023
BEDD: The MineRL BASALT Evaluation and Demonstrations Dataset for Training and Benchmarking Agents that Solve Fuzzy Tasks Stephanie Milani Anssi Kanervisto Karolis Ramanauskas Sander Schulhoff Brandon Houghton Rohin Shah 23 7 0 05 Dec 2023
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents Zhuosheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 42 53 0 20 Nov 2023
Multi-Agent Consensus Seeking via Large Language Models Huaben Chen Wenkang Ji Lufeng Xu Shiyu Zhao LM&Ro LLMAG 67 20 0 31 Oct 2023
LLaMA Rider: Spurring Large Language Models to Explore the Open World Yicheng Feng Yuxuan Wang Jiazheng Liu Sipeng Zheng Zongqing Lu LLMAG LRM 18 16 0 13 Oct 2023
Large Language Model (LLM) as a System of Multiple Expert Agents: An Approach to solve the Abstraction and Reasoning Corpus (ARC) Challenge J. Tan Mehul Motani LLMAG 44 8 0 08 Oct 2023
LanguageMPC: Large Language Models as Decision Makers for Autonomous Driving Hao Sha Yao Mu Yuxuan Jiang Li Chen Chenfeng Xu Ping Luo Shengbo Eben Li Masayoshi Tomizuka Wei Zhan Mingyu Ding 123 159 0 04 Oct 2023
Avalon's Game of Thoughts: Battle Against Deception through Recursive Contemplation Shenzhi Wang Chang Liu Zilong Zheng Siyuan Qi Shuo Chen Qisen Yang Andrew Zhao Chaofei Wang Shiji Song Gao Huang LLMAG 37 63 0 02 Oct 2023
Semantically Aligned Task Decomposition in Multi-Agent Reinforcement Learning Wenhao Li Dan Qiao Baoxiang Wang Xiangfeng Wang Bo Jin H. Zha 38 5 0 18 May 2023
ProgPrompt: Generating Situated Robot Task Plans using Large Language Models Ishika Singh Valts Blukis Arsalan Mousavian Ankit Goyal Danfei Xu Jonathan Tremblay Dieter Fox Jesse Thomason Animesh Garg LM&Ro LLMAG 120 626 0 22 Sep 2022
MineRL Diamond 2021 Competition: Overview, Results, and Lessons Learned Anssi Kanervisto Stephanie Milani Karolis Ramanauskas Nicholay Topin Zichuan Lin ... Franccois Fleuret Alexander Nikulin Yury Belousov Oleg Svidchenko A. Shpilman OffRL 60 31 0 17 Feb 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 398 8,559 0 28 Jan 2022