Computation and Language · Computer Science
Don't Just Demo, Teach Me the Principles: A Principle-Based Multi-Agent Prompting Strategy for Text Classification
Peipei Wei, Dimitris Dimitriadis, Yan Xu, Mingwei Shen
2025-02-12
Artificial Intelligence · Computer Science
From Idea to CAD: A Language Model-Driven Multi-Agent System for Collaborative Design
Felix Ocker, Stefan Menzel, Ahmed Sadik, Thiago Rios
2025-03-07
Quantitative Methods · Quantitative Biology
A Mathematical Framework for Agent Based Models of Complex Biological Networks
Franziska Hinkelmann, David Murrugarra, Abdul Salam Jarrah, Reinhard Laubenbacher
2010-10-14
Signal Processing · Electrical Eng. & Systems
An LLM-Enabled Frequency-Aware Flow Diffusion Model for Natural-Language-Guided Power System Scenario Generation
Zhenghao Zhou, Yiyan Li, Fei Xie, Lu Wang +4
2026-02-24
Artificial Intelligence · Computer Science
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
Zhuofeng Li, Haoxiang Zhang, Seungju Han, Sheng Liu +5
2025-10-08
Artificial Intelligence · Computer Science
Automating Data-Driven Modeling and Analysis for Engineering Applications using Large Language Model Agents
Yang Liu, Zaid Abulawi, Abhiram Garimidi, Doyeong Lim
2025-10-03
Logic in Computer Science · Computer Science
Lean Refactor: Multi-Objective Controllable Proof Optimization via Agentic Strategy Search
Jialin Lu, Soonho Kong, Rodrigo Stehling, Kaiyu Yang +3
2026-05-21
Computational Engineering, Finance, and Science · Computer Science
Constructing Mechanical Design Agent Based on Large Language Models
Jiaxing Lu, Heran Li, Fangwei Ning, Yixuan Wang +2
2024-08-06
Artificial Intelligence · Computer Science
Prover Agent: An Agent-Based Framework for Formal Mathematical Proofs
Kaito Baba, Chaoran Liu, Shuhei Kurita, Akiyoshi Sannai
2026-02-18
Computer Science and Game Theory · Computer Science
The Fluid Mechanics of Liquid Democracy
Paul Gölz, Anson Kahng, Simon Mackenzie, Ariel D. Procaccia
2019-11-20
Computation and Language · Computer Science
ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization
Yinjie Wang, Ling Yang, Guohao Li, Mengdi Wang +1
2025-02-07
Artificial Intelligence · Computer Science
Representing Prompting Patterns with PDL: Compliance Agent Case Study
Mandana Vaziri, Louis Mandel, Yuji Watanabe, Hirokuni Kitahara +2
2025-07-10
Artificial Intelligence · Computer Science
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL
Weizhen Li, Jianbo Lin, Zhuosong Jiang, Jingyi Cao +26
2025-08-20
Artificial Intelligence · Computer Science
DRAFT-RL: Multi-Agent Chain-of-Draft Reasoning for Reinforcement Learning-Enhanced LLMs
Yuanhao Li, Mingshan Liu, Hongbo Wang, Yiding Zhang +2
2025-11-26
Computational Engineering, Finance, and Science · Computer Science
A Closed-Loop Multi-Agent Framework for Aerodynamics-Aware Automotive Styling Design
Xinyu Jin, Shengmao Yan, Qingtao Wang, Shisong Deng +2
2025-08-06
Computer Vision and Pattern Recognition · Computer Science
Physics-in-the-Loop: A Hybrid Agentic Architecture for Validated CAD Engineering Design
Elias Berger, Muhammad Usama, Jan Mehlstäubl, Bernhard Saske +1
2026-05-20
Artificial Intelligence · Computer Science
Lessons Learned: A Multi-Agent Framework for Code LLMs to Learn and Improve
Yuanzhe Liu, Ryan Deng, Tim Kaler, Xuhao Chen +3
2025-10-24
Computation and Language · Computer Science
Textualized Agent-Style Reasoning for Complex Tasks by Multiple Round LLM Generation
Chen Liang, Zhifan Feng, Zihe Liu, Wenbin Jiang +3
2024-09-20