Title
Retrospex: Language Agent Meets Offline Reinforcement Learning Critic Yufei Xiang Yiqun Shen Yeqin Zhang Cam-Tu Nguyen OffRL LLMAG KELM LRM 218 3 0 17 May 2025
RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning Zihan Wang Kaidi Wang Q. Wang Pingyue Zhang Linjie Li ... Jiajun Wu L. Fei-Fei Lijuan Wang Yejin Choi Manling Li 237 30 0 24 Apr 2025
TALES: Text Adventure Learning Environment Suite Christopher Zhang Cui Xingdi Yuan Ziang Xiao Prithviraj Ammanabrolu Marc-Alexandre Côté LLMAG LRM 144 2 0 19 Apr 2025
Anticipate & Act : Integrating LLMs and Classical Planning for Efficient Task Execution in Household Environments Raghav Arora Shivam Singh Karthik Swaminathan Ahana Datta Snehasis Banerjee Brojeshwar Bhowmick Krishna Murthy Jatavallabhula Mohan Sridharan M. Krishna LLMAG 114 11 0 04 Feb 2025
Agent-Oriented Planning in Multi-Agent Systems Ao Li Yuexiang Xie Songze Li Fugee Tsung Bolin Ding Yaliang Li AIFin 380 10 0 03 Oct 2024
EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms Siyu Yuan Kaitao Song Jiangjie Chen Xu Tan Dongsheng Li Deqing Yang LLMAG 150 28 0 20 Jun 2024
Scaling Large Language Model-based Multi-Agent Collaboration Chen Qian Zihao Xie YiFei Wang Wei Liu Yufan Dang ... Zhuoyun Du Weize Chen Cheng Yang Zhiyuan Liu Maosong Sun AI4CE LLMAG LM&Ro 178 77 0 11 Jun 2024
Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees Sijia Chen Yibo Wang Yi-Feng Wu Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang Lijun Zhang LLMAG LRM 105 17 0 11 Jun 2024
BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models Yu Feng Ben Zhou Weidong Lin Dan Roth 170 5 0 18 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 202 57 0 02 Apr 2024
Context-aware LLM-based Safe Control Against Latent Risks Quang Khanh Luu Xiyu Deng Anh Van Ho Yorie Nakahira 121 4 0 18 Mar 2024
Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language Models Lucio La Cava Andrea Tagarelli LLMAG AI4CE 102 14 0 13 Jan 2024
Interactive Natural Language Processing Zekun Wang Ge Zhang Kexin Yang Ning Shi Wangchunshu Zhou ... Wenhu Chen Ke Xu Dayiheng Liu Yi-Ting Guo Jie Fu KELM 51 37 0 22 May 2023
OpenAGI: When LLM Meets Domain Experts Yingqiang Ge Wenyue Hua Kai Mei Jianchao Ji Juntao Tan Shuyuan Xu Zelong Li Yongfeng Zhang VLM LRM 110 230 0 10 Apr 2023
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face Yongliang Shen Kaitao Song Xu Tan Dongsheng Li Weiming Lu Yueting Zhuang MLLM 135 911 0 30 Mar 2023
Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents Zihao Wang Shaofei Cai Guanzhou Chen Hoang Trung-Dung Xiaojian Ma Yitao Liang LM&Ro LLMAG 119 340 0 03 Feb 2023
Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling Kolby Nottingham Prithviraj Ammanabrolu Alane Suhr Yejin Choi Hannaneh Hajishirzi Sameer Singh Roy Fox LLMAG LM&Ro 90 82 0 28 Jan 2023
LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models Chan Hee Song Jiaman Wu Clay Washington Brian M Sadler Wei-Lun Chao Yu-Chuan Su LLMAG LM&Ro 150 422 0 08 Dec 2022
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 234 3,165 0 20 Oct 2022
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 450 2,982 0 06 Oct 2022
On Grounded Planning for Embodied Tasks with Language Models Bill Yuchen Lin Chengsong Huang Qian Liu Wenda Gu Sam Sommerer Xiang Ren LM&Ro 111 40 0 29 Aug 2022
A Generalist Agent Scott E. Reed Konrad Zolna Emilio Parisotto Sergio Gomez Colmenarejo Alexander Novikov ... Yutian Chen R. Hadsell Oriol Vinyals Mahyar Bordbar Nando de Freitas LM&Ro LLMAG AI4CE 211 826 0 12 May 2022
Do As I Can, Not As I Say: Grounding Language in Robotic Affordances Michael Ahn Anthony Brohan Noah Brown Yevgen Chebotar Omar Cortes ... Ted Xiao Peng Xu Sichun Xu Mengyuan Yan Andy Zeng LM&Ro 195 1,988 0 04 Apr 2022
ScienceWorld: Is your Agent Smarter than a 5th Grader? Ruoyao Wang Peter Alexander Jansen Marc-Alexandre Côté Prithviraj Ammanabrolu LLMAG ReLM LRM 121 129 0 14 Mar 2022
Thinking Fast and Slow: Efficient Text-to-Visual Retrieval with Transformers Antoine Miech Jean-Baptiste Alayrac Ivan Laptev Josef Sivic Andrew Zisserman ViT 86 139 0 30 Mar 2021
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines K. Murugesan Mattia Atzeni Pavan Kapanipathi Pushkar Shukla Yara Rizk Gerald Tesauro Kartik Talamadupula Mrinmaya Sachan Murray Campbell LM&Ro LLMAG OffRL 63 56 0 08 Oct 2020
ALFWorld: Aligning Text and Embodied Environments for Interactive Learning Mohit Shridhar Xingdi Yuan Marc-Alexandre Côté Yonatan Bisk Adam Trischler Matthew J. Hausknecht LM&Ro LLMAG 106 444 0 08 Oct 2020
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds Prithviraj Ammanabrolu Jack Urbanek Margaret Li Arthur Szlam Tim Rocktaschel Jason Weston LM&Ro 89 44 0 01 Oct 2020
Graph Constrained Reinforcement Learning for Natural Language Action Spaces Prithviraj Ammanabrolu Matthew J. Hausknecht AI4CE LLMAG 77 129 0 23 Jan 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 506 20,376 0 23 Oct 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,332 0 27 Aug 2019
AI2-THOR: An Interactive 3D Environment for Visual AI Eric Kolve Roozbeh Mottaghi Winson Han Eli VanderBilt Luca Weihs ... Daniel Gordon Yuke Zhu Aniruddha Kembhavi Abhinav Gupta Ali Farhadi LM&Ro 86 1,112 0 14 Dec 2017
Thinking Fast and Slow with Deep Learning and Tree Search Thomas W. Anthony Zheng Tian David Barber 133 402 0 23 May 2017
Deep Reinforcement Learning with a Natural Language Action Space Ji He Jianshu Chen Xiaodong He Jianfeng Gao Lihong Li Li Deng Mari Ostendorf 110 246 0 14 Nov 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 450 20,606 0 10 Sep 2014