Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization

27 February 2024

Papers citing "Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization"

29 / 29 papers shown

Title
Generative AI in Embodied Systems: System-Level Analysis of Performance, Efficiency and Scalability Zishen Wan Jiayi Qian Yuhang Du Jason J. Jabbour Yilun Du Yang Katie Zhao A. Raychowdhury Tushar Krishna Vijay Janapa Reddi LM&Ro 86 0 0 26 Apr 2025
PolicyEvol-Agent: Evolving Policy via Environment Perception and Self-Awareness with Theory of Mind Yajie Yu Yue Feng LLMAG 26 0 0 20 Apr 2025
Multi-Mission Tool Bench: Assessing the Robustness of LLM based Agents through Related and Dynamic Missions Peijie Yu Yifan Yang J. Li Zelong Zhang Haorui Wang Xiao Feng Feng Zhang LLMAG 103 0 0 03 Apr 2025
Speculative End-Turn Detector for Efficient Speech Chatbot Assistant Hyunjong Ok Suho Yoo Jaeho Lee 34 0 0 30 Mar 2025
A Survey on the Optimization of Large Language Model-based Agents Shangheng Du Jiabao Zhao Jinxin Shi Zhentao Xie Xin Jiang Yanhong Bai Liang He LLMAG LM&Ro LM&MA 134 0 0 16 Mar 2025
Beyond In-Distribution Success: Scaling Curves of CoT Granularity for Language Model Generalization Ru Wang Wei Huang Selena Song Haoyu Zhang Yusuke Iwasawa Y. Matsuo Jiaxian Guo OODD LRM 67 2 0 25 Feb 2025
Reflection of Episodes: Learning to Play Game from Expert and Self Experiences Xiaojie Xu Zongyuan Li Chang Lu Runnan Qi Yanan Ni ... Yongchun Fang Kuihua Huang Xian Guo Zhanghua Wu Zhenya Li 48 0 0 19 Feb 2025
Regression and Forecasting of U.S. Stock Returns Based on LSTM Shicheng Zhou Zizhou Zhang Rong Zhang Yuchen Yin Chia Hong Chang Qinyan Shen AI4TS 42 0 0 03 Feb 2025
WebWalker: Benchmarking LLMs in Web Traversal Jialong Wu Wenbiao Yin Yong-feng Jiang Zhenglin Wang Zekun Xi ... Linhai Zhang Yulan He Deyu Zhou Pengjun Xie Fei Huang 41 5 0 13 Jan 2025
EscapeBench: Pushing Language Models to Think Outside the Box Cheng Qian Peixuan Han Qinyu Luo Bingxiang He X. Chen ... Jiarui Yao Xiaocheng Yang Denghui Zhang Yunzhu Li Heng Ji LLMAG LRM 80 3 0 18 Dec 2024
On the Structural Memory of LLM Agents Ruihong Zeng Jinyuan Fang Siwei Liu Zaiqiao Meng LLMAG KELM 78 3 0 17 Dec 2024
PhysGame: Uncovering Physical Commonsense Violations in Gameplay Videos Meng Cao Haoran Tang Haoze Zhao Hangyu Guo J. H. Liu Ge Zhang Ruyang Liu Qiang Sun Ian Reid Xiaodan Liang 93 2 0 02 Dec 2024
Generalist Virtual Agents: A Survey on Autonomous Agents Across Digital Platforms Minghe Gao Wendong Bu Bingchen Miao Yang Wu Yunfei Li Juncheng Billy Li Siliang Tang Qi Wu Yueting Zhuang Meng Wang LM&Ro 33 3 0 17 Nov 2024
Positive Experience Reflection for Agents in Interactive Text Environments Philip Lippmann Matthijs Spaan Jie-jin Yang LLMAG 33 0 0 04 Nov 2024
FairMindSim: Alignment of Behavior, Emotion, and Belief in Humans and LLM Agents Amid Ethical Dilemmas Yu Lei Hao Liu Chengxing Xie Songjia Liu Zhiyu Yin Canyu Chen G. Li Philip H. S. Torr Zhen Wu 26 2 0 14 Oct 2024
EgoSocialArena: Benchmarking the Social Intelligence of Large Language Models from a First-person Perspective Guiyang Hou Wenqi Zhang Yongliang Shen Zeqi Tan Sihao Shen Weiming Lu 31 0 0 08 Oct 2024
Mutual Theory of Mind in Human-AI Collaboration: An Empirical Study with LLM-driven AI Agents in a Real-time Shared Workspace Task Shao Zhang Xihuai Wang Wenhao Zhang Yongshan Chen Landi Gao Dakuo Wang Weinan Zhang Xinbing Wang Ying Wen LLMAG 40 8 0 13 Sep 2024
Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model Wenqi Zhang Zhenglin Cheng Yuanyu He Mengna Wang Yongliang Shen ... Guiyang Hou Mingqian He Yanna Ma Weiming Lu Yueting Zhuang SyDa 62 9 0 09 Jul 2024
Richelieu: Self-Evolving LLM-Based Agents for AI Diplomacy Zhenyu Guan Xiangyu Kong Fangwei Zhong Yizhou Wang 31 4 0 09 Jul 2024
Enhancing Language Model Rationality with Bi-Directional Deliberation Reasoning Yadong Zhang Shaoguang Mao Wenshan Wu Yan Xia Tao Ge Man Lan Furu Wei 48 1 0 08 Jul 2024
AutoManual: Generating Instruction Manuals by LLM Agents via Interactive Environmental Learning Minghao Chen Yihang Li Yanting Yang Shiyu Yu Binbin Lin Xiaofei He LLMAG 36 0 0 25 May 2024
A Survey on Self-Evolution of Large Language Models Zhengwei Tao Ting-En Lin Xiancai Chen Hangyu Li Yuchuan Wu Yongbin Li Zhi Jin Fei Huang Dacheng Tao Jingren Zhou LRM LM&Ro 49 21 0 22 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 66 49 0 02 Apr 2024
LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models Yadong Zhang Shaoguang Mao Tao Ge Xun Wang Adrian de Wynter Yan Xia Wenshan Wu Ting Song Man Lan Furu Wei LRM 78 48 0 01 Apr 2024
Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap Xingyu Wu Sheng-hao Wu Jibin Wu Liang Feng Kay Chen Tan ELM 34 57 0 18 Jan 2024
Large Language Models can Implement Policy Iteration Ethan A. Brooks Logan Walls Richard L. Lewis Satinder Singh LM&Ro OffRL 124 21 0 07 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 233 2,413 0 06 Oct 2022
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 242 1,070 0 05 Oct 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022