Title
The Latent Space Hypothesis: Toward Universal Medical Representation Learning Salil Patel 192 0 0 04 Jun 2025
Don't Just Follow MLLM Plans: Robust and Efficient Planning for Open-world Agents Seungjoon Lee Suhwan Kim Minhyeon Oh Youngsik Yoon Jungseul Ok LLMAG 44 0 0 30 May 2025
BAR: A Backward Reasoning based Agent for Complex Minecraft Tasks Weihong Du Wenrui Liao Binyu Yan Hongru Liang Anthony G. Cohn Wenqiang Lei LLMAG LM&Ro 137 0 0 20 May 2025
Building LLM Agents by Incorporating Insights from Computer Systems Yapeng Mi Zhi Gao Xiaojian Ma Qing Li LLMAG 129 0 0 06 Apr 2025
EscapeCraft: A 3D Room Escape Environment for Benchmarking Complex Multimodal Reasoning Ability Zehua Wang Yurui Dong Ziyue Wang Minyuan Ruan Zhili Cheng Chong Chen Ziwei Sun Yang Liu LRM 177 1 0 13 Mar 2025
ROCKET-2: Steering Visuomotor Policy via Cross-View Goal Alignment Shaofei Cai Zhancun Mu Hoang Trung-Dung Yitao Liang 87 6 0 04 Mar 2025
Visual Large Language Models for Generalized and Specialized Applications Yifan Li Zhixin Lai Wentao Bao Zhen Tan Anh Dao Kewei Sui Jiayi Shen Dong Liu Huan Liu Yu Kong VLM 179 15 0 06 Jan 2025
Plancraft: an evaluation dataset for planning with LLM agents Gautier Dagan Frank Keller A. Lascarides LLMAG 64 1 0 30 Dec 2024
Interacting Large Language Model Agents. Interpretable Models and Social Learning Adit Jain Vikram Krishnamurthy LLMAG 150 0 0 02 Nov 2024
Kinetix: Investigating the Training of General Agents through Open-Ended Physics-Based Control Tasks Michael T. Matthews Michael Beukman Chris Xiaoxuan Lu Jakob Foerster OffRL AI4CE 125 8 0 30 Oct 2024
MLLM as Retriever: Interactively Learning Multimodal Retrieval for Embodied Agents Junpeng Yue Xinru Xu Börje F. Karlsson Zongqing Lu 116 1 0 04 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 159 4 0 23 Sep 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 93 6 0 18 Aug 2024
Instruction Following with Goal-Conditioned Reinforcement Learning in Virtual Environments Zoya Volovikova A. Skrynnik Petr Kuderov Aleksandr I. Panov LLMAG LM&Ro 88 1 0 12 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 134 10 0 05 Jul 2024
RAM: Towards an Ever-Improving Memory System by Learning from Communications Jiaqi Li Xiaobo Wang Wentao Ding Zihao Wang Yipeng Kang Zixia Jia Zilong Zheng 110 3 0 18 Apr 2024
COMBO: Compositional World Models for Embodied Multi-Agent Cooperation Hongxin Zhang Zeyuan Wang Qiushi Lyu Zheyuan Zhang Sunli Chen Tianmin Shu Yilun Du Kwonjoon Lee Yilun Du Chuang Gan 169 18 0 16 Apr 2024
Sketch-Plan-Generalize: Learning and Planning with Neuro-Symbolic Programmatic Representations for Inductive Spatial Concepts Namasivayam Kalithasan Sachit Sachdeva H. Singh Vishal Bindal Arnav Tuli Gurarmaan Singh Panjeta Divyanshu Aggarwal Rohan Paul Rohan Paul Parag Singla 81 0 0 11 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 231 58 0 02 Apr 2024
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation Zihao Wang Hoang Trung-Dung Haowei Lin Jiaqi Li Xiaojian Ma Yitao Liang ReLM RALM LRM 168 49 0 08 Mar 2024