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Reflexion: Language Agents with Verbal Reinforcement Learning

Neural Information Processing Systems (NeurIPS), 2023

20 March 2023

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Papers citing "Reflexion: Language Agents with Verbal Reinforcement Learning"

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Title
Leveraging Large Language Model for Automatic Evolving of Industrial Data-Centric R&D Cycle Xu Yang Xiao Yang Yuante Li Jinhui Li Peng Yu Zeqi Ye Jiang Bian 174 1 0 17 Oct 2023
Stance Detection with Collaborative Role-Infused LLM-Based AgentsInternational Conference on Web and Social Media (ICWSM), 2023 Xiaochong Lan Chen Gao Depeng Jin Yong Li 223 91 0 16 Oct 2023
MoConVQ: Unified Physics-Based Motion Control via Scalable Discrete RepresentationsACM Transactions on Graphics (TOG), 2023 Heyuan Yao Zhenhua Song Yuyang Zhou Tenglong Ao Baoquan Chen Libin Liu 360 68 0 16 Oct 2023
Let's reward step by step: Step-Level reward model as the Navigators for Reasoning Qianli Ma Haotian Zhou Tingkai Liu Jianbo Yuan Pengfei Liu Yang You Hongxia Yang LRM 198 79 0 16 Oct 2023
The Consensus Game: Language Model Generation via Equilibrium Search Athul Paul Jacob Songlin Yang Gabriele Farina Jacob Andreas 227 32 0 13 Oct 2023
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modulesInternational Conference on Learning Representations (ICLR), 2023 Hung Le Hailin Chen Amrita Saha Akash Gokul Doyen Sahoo Shafiq Joty LRM 292 58 0 13 Oct 2023
Idea2Img: Iterative Self-Refinement with GPT-4V(ision) for Automatic Image Design and Generation Zhengyuan Yang Jianfeng Wang Linjie Li Kevin Qinghong Lin Chung-Ching Lin Zicheng Liu Lijuan Wang LRM MLLM DiffM 97 28 0 12 Oct 2023
Receive, Reason, and React: Drive as You Say with Large Language Models in Autonomous VehiclesIEEE Intelligent Transportation Systems Magazine (ITS), 2023 Can Cui Yunsheng Ma Xu Cao Wenqian Ye Ziran Wang 211 115 0 12 Oct 2023
Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Sumuk Shashidhar Abhinav Chinta Vaibhav Sahai Zhenhailong Wang Heng Ji 171 16 0 11 Oct 2023
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity Cunxiang Wang Xiaoze Liu Yuanhao Yue Xiangru Tang Tianhang Zhang ... Linyi Yang Yongfeng Zhang Xing Xie Zheng Zhang Yue Zhang HILM KELM 415 250 0 11 Oct 2023
Violation of Expectation via Metacognitive Prompting Reduces Theory of Mind Prediction Error in Large Language Models Courtland Leer Vincent Trost Vineeth Voruganti 133 5 0 10 Oct 2023
Lemur: Harmonizing Natural Language and Code for Language AgentsInternational Conference on Learning Representations (ICLR), 2023 Yiheng Xu Hongjin Su Chen Xing Boyu Mi Qian Liu ... Siheng Zhao Lingpeng Kong Bailin Wang Caiming Xiong Tao Yu 183 86 0 10 Oct 2023
How (not) to ensemble LVLMs for VQA Lisa Alazraki Lluis Castrejon Mostafa Dehghani Fantine Huot J. Uijlings Thomas Mensink 213 5 0 10 Oct 2023
FireAct: Toward Language Agent Fine-tuning Baian Chen Chang Shu Ehsan Shareghi Nigel Collier Karthik Narasimhan Shunyu Yao ALM LLMAG 336 155 0 09 Oct 2023
Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction Arena Jiangjie Chen Siyu Yuan Rong Ye Bodhisattwa Prasad Majumder Kyle Richardson LLMAG ELM 351 77 0 09 Oct 2023
An In-Context Learning Agent for Formal Theorem-Proving Amitayush Thakur George Tsoukalas Yeming Wen Jimmy Xin Swarat Chaudhuri LLMAG 242 48 0 06 Oct 2023
MLAgentBench: Evaluating Language Agents on Machine Learning ExperimentationInternational Conference on Machine Learning (ICML), 2023 Qian Huang Jian Vora Abigail Z. Jacobs J. Leskovec ELM LLMAG 220 158 0 05 Oct 2023
Lyfe Agents: Generative agents for low-cost real-time social interactions Zhao Kaiya Michelangelo Naim J. Kondic Manuel Cortes Jiaxin Ge Shuying Luo Guangyu Robert Yang Andrew Ahn VLM 253 51 0 03 Oct 2023
Enabling Language Models to Implicitly Learn Self-Improvement Ziqi Wang Le Hou Tianjian Lu Yuexin Wu Yunxuan Li Hongkun Yu Heng Ji ReLM LRM 221 9 0 02 Oct 2023
Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency Zhihan Liu Hao Hu Shenao Zhang Hongyi Guo Shuqi Ke Boyi Liu Zhaoran Wang LLMAG LRM 440 45 0 29 Sep 2023
LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an AgentIEEE International Conference on Robotics and Automation (ICRA), 2023 Jianing Yang Xuweiyi Chen Shengyi Qian Nikhil Madaan Madhavan Iyengar David Fouhey Joyce Chai LM&Ro LLMAG 342 145 0 21 Sep 2023
EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context LearningNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Rajasekhar Reddy Mekala Yasaman Razeghi Sameer Singh LRM 267 16 0 16 Sep 2023
Empowering Private Tutoring by Chaining Large Language ModelsInternational Conference on Information and Knowledge Management (CIKM), 2023 Yulin Chen Ning Ding Hai-Tao Zheng Zhiyuan Liu Maosong Sun Bowen Zhou AI4Ed KELM ELM 100 16 0 15 Sep 2023
FIMO: A Challenge Formal Dataset for Automated Theorem Proving Chengwu Liu Jianhao Shen Huajian Xin Zhengying Liu Ye Yuan ... Chuanyang Zheng Yichun Yin Lin Li Ming Zhang Qun Liu AIMat AI4CE 257 47 0 08 Sep 2023
Evaluation of large language models for discovery of gene set functionResearch Square (RS), 2023 Mengzhou Hu Sahar Alkhairy Ingoo Lee Rudolf T. Pillich Dylan Fong Kevin Smith Robin Bachelder T. Ideker Dexter Pratt LM&MA 169 66 0 07 Sep 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas Griffiths LLMAG LM&Ro 567 270 0 05 Sep 2023
BatchPrompt: Accomplish more with lessInternational Conference on Learning Representations (ICLR), 2023 Jianzhe Lin Maurice Diesendruck Liang Du Robin Abraham LRM 308 14 0 01 Sep 2023
Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations Xu Huang Jianxun Lian Yuxuan Lei Jing Yao Defu Lian Xing Xie LLMAG 261 154 0 31 Aug 2023
Reinforcement Learning for Generative AI: A Survey Yuanjiang Cao Quan.Z Sheng Julian McAuley Lina Yao SyDa 451 22 0 28 Aug 2023
Rational Decision-Making Agent with Internalized Utility Judgment Yining Ye Xin Cong Shizuo Tian Yujia Qin Chong Liu Y. Lin Zhiyuan Liu Maosong Sun LLMAG 226 10 0 24 Aug 2023
ProAgent: Building Proactive Cooperative Agents with Large Language ModelsAAAI Conference on Artificial Intelligence (AAAI), 2023 Ceyao Zhang Kaijie Yang Siyi Hu Zihao Wang Guanghe Li ... Xiaojun Chang Junge Zhang Feng Yin Yitao Liang Yaodong Yang LM&Ro LLMAG 295 112 0 22 Aug 2023
Is There Any Social Principle for LLM-Based Agents? Jitao Bai Simiao Zhang Zhong Chen LLMAG ALM 163 5 0 22 Aug 2023
ExpeL: LLM Agents Are Experiential LearnersAAAI Conference on Artificial Intelligence (AAAI), 2023 Andrew Zhao Daniel Huang Quentin Xu Matthieu Lin Wenshu Fan Gao Huang LLMAG 435 333 0 20 Aug 2023
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Qingyun Wu Gagan Bansal Jieyu Zhang Yiran Wu Beibin Li ... Jiale Liu Ahmed Hassan Awadallah Ryen W. White Doug Burger Chi Wang LLMAG AI4CE 335 856 0 16 Aug 2023
Retroformer: Retrospective Large Language Agents with Policy Gradient OptimizationInternational Conference on Learning Representations (ICLR), 2023 Weiran Yao Shelby Heinecke Juan Carlos Niebles Zhiwei Liu Yihao Feng ... Ran Xu P. Mùi Haiquan Wang Caiming Xiong Silvio Savarese LLMAG LM&Ro 256 103 0 04 Aug 2023
Flows: Building Blocks of Reasoning and Collaborating AI Martin Josifoski Lars Klein Maxime Peyrard Nicolas Mario Baldwin Yifei Li ... Julian Paul Schnitzler Yuxing Yao Jiheng Wei Debjit Paul Robert West AI4CE 347 30 0 02 Aug 2023
SurveyLM: A platform to explore emerging value perspectives in augmented language models' behaviors Steve J. Bickley H. F. Chan Bang Dao B. Torgler Son Tran 63 1 0 01 Aug 2023
The Hitchhiker's Guide to Program Analysis: A Journey with Large Language Models Haonan Li Yu Hao Yizhuo Zhai Zhiyun Qian LLMAG 182 36 0 01 Aug 2023
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIsInternational Conference on Learning Representations (ICLR), 2023 Yujia Qin Shi Liang Yining Ye Kunlun Zhu Lan Yan ... Jie Zhou Mark B. Gerstein Dahai Li Zhiyuan Liu Maosong Sun CLL ALM LLMAG ELM LM&MA 569 1,063 0 31 Jul 2023
Code Detection for Hardware Acceleration Using Large Language ModelsIEEE Access (IEEE Access), 2023 Pablo Antonio Martínez Gregorio Bernabé J. M. García 89 2 0 19 Jul 2023
Emotional Intelligence of Large Language ModelsJournal of Pacific Rim Psychology (JPRP), 2023 Xuena Wang Xueting Li Zi Yin Yue Wu Tsinghua University 293 127 0 18 Jul 2023
REX: Rapid Exploration and eXploitation for AI Agents Rithesh Murthy Shelby Heinecke Juan Carlos Niebles Zhiwei Liu Le Xue ... Ran Xu P. Mùi Haiquan Wang Caiming Xiong Silvio Savarese OffRL 222 12 0 18 Jul 2023
Let Me Teach You: Pedagogical Foundations of Feedback for Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Beatriz Borges Niket Tandon Tanja Käser Antoine Bosselut 416 8 0 01 Jul 2023
Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow Wenqi Zhang Yongliang Shen Weiming Lu Yueting Zhuang LLMAG 610 73 0 12 Jun 2023
RestGPT: Connecting Large Language Models with Real-World RESTful APIs Yifan Song Weimin Xiong Dawei Zhu Wenhao Wu Han Qian ... Cheng Li Ke Wang Rong Yao Ye Tian Sujian Li RALM LLMAG CLL LM&MA 270 112 0 11 Jun 2023
Do Large Language Models Know What They Don't Know?Annual Meeting of the Association for Computational Linguistics (ACL), 2023 Zhangyue Yin Qiushi Sun Qipeng Guo Jiawen Wu Xipeng Qiu Xuanjing Huang ELM AI4MH 266 209 0 29 May 2023
ANPL: Towards Natural Programming with Interactive DecompositionNeural Information Processing Systems (NeurIPS), 2023 Di Huang Ziyuan Nan Xingui Hu Pengwei Jin Shaohui Peng ... Rui Zhang Zidong Du Qi Guo Yewen Pu Yunji Chen 293 14 0 29 May 2023
Have LLMs Advanced Enough? A Challenging Problem Solving Benchmark For Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Daman Arora H. Singh Mausam ELM LRM 376 75 0 24 May 2023
AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Siqi Ouyang Lei Li LM&Ro LLMAG 102 15 0 24 May 2023
From Words to Wires: Generating Functioning Electronic Devices from Natural Language DescriptionsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Peter Alexander Jansen 276 3 0 24 May 2023