Automated Design of Agentic Systems

Automated Design of Agentic Systems

15 August 2024

Cong Lu

Jeff Clune

Papers citing "Automated Design of Agentic Systems"

13 / 13 papers shown

Title
Internet of Agents: Fundamentals, Applications, and Challenges Yuntao Wang Shaolong Guo Yanghe Pan Zhou Su Fahao Chen Tom H. Luan Peng Li Jiawen Kang Dusit Niyato LLMAG LM&Ro AI4CE 60 0 0 12 May 2025
Self-Generated In-Context Examples Improve LLM Agents for Sequential Decision-Making Tasks Vishnu Sarukkai Zhiqiang Xie Kayvon Fatahalian LLMAG 75 0 0 01 May 2025
Evolution of AI in Education: Agentic Workflows Firuz Kamalov David Santandreu Calonge Linda Smail Dilshod Azizov Dimple R. Thadani Theresa Kwong Amara Atif 50 1 0 25 Apr 2025
A Self-Improving Coding Agent Maxime Robeyns Martin Szummer Laurence Aitchison LLMAG 46 0 0 21 Apr 2025
Large Language Models for Multi-Facility Location Mechanism Design Nguyen Thach Fei Liu Houyu Zhou Hau Chan 44 0 0 12 Mar 2025
EvoFlow: Evolving Diverse Agentic Workflows On The Fly Guibin Zhang Kaijie Chen Guancheng Wan Heng Chang Hong Cheng Kaidi Wang Shuyue Hu Lei Bai 92 2 0 11 Feb 2025
ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning Xiangru Tang Tianyu Hu Muyang Ye Yanjun Shao Xunjian Yin ... Pan Lu Zhuosheng Zhang Yilun Zhao Arman Cohan Mark B. Gerstein LLMAG LRM AI4CE 66 6 0 11 Jan 2025
BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games Davide Paglieri Bartłomiej Cupiał Samuel Coward Ulyana Piterbarg Maciej Wolczyk ... Lerrel Pinto Rob Fergus Jakob Foerster Jack Parker-Holder Tim Rocktaschel LLMAG LRM 113 10 0 20 Nov 2024
Denial-of-Service Poisoning Attacks against Large Language Models Kuofeng Gao Tianyu Pang Chao Du Yong Yang Shu-Tao Xia Min-Bin Lin SILM AAML 59 4 0 14 Oct 2024
AgentSquare: Automatic LLM Agent Search in Modular Design Space Yu Shang Yu Li Keyu Zhao Likai Ma Jiaheng Liu Fengli Xu Yong Li LLMAG 50 9 0 08 Oct 2024
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 232 1,742 0 07 Apr 2023
DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network Xuan Shen Yaohua Wang Ming Lin Yi-Li Huang Hao Tang Xiuyu Sun Yanzhi Wang 70 33 0 05 Mar 2023
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 376 8,495 0 28 Jan 2022