AI Agent - arXivDaily 专题

2407.08192 2025-02-25 cs.LG cs.AI cs.AR 88%

Dynamic Co-Optimization Compiler: Leveraging Multi-Agent Reinforcement Learning for Enhanced DNN Accelerator Performance

Arya Fayyazi, Mehdi Kamal, Massoud Pedram

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

Comments Proceeding of ASP-DAC25

2502.14529 2025-02-21 cs.CL cs.AI 88%

CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models

Zhenhong Zhou, Zherui Li, Jie Zhang, Yuanhe Zhang, Kun Wang, Yang Liu, Qing Guo

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.CL

2410.14251 2025-02-21 cs.AI cs.CL 88%

Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation

Shuo Tang, Xianghe Pang, Zexi Liu, Bohan Tang, Rui Ye, Tian Jin, Xiaowen Dong, Yanfeng Wang, Siheng Chen

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.CL

2502.13376 2025-02-20 cs.MA cs.AI cs.LG 88%

Learning Symbolic Task Decompositions for Multi-Agent Teams

Ameesh Shah, Niklas Lauffer, Thomas Chen, Nikhil Pitta, Sanjit A. Seshia

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

Comments 8 pages, main track full paper at AAMAS 2025

2410.08115 2025-02-19 cs.CL cs.AI 88%

Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System

Weize Chen, Jiarui Yuan, Chen Qian, Cheng Yang, Zhiyuan Liu, Maosong Sun

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.CL

Comments Under review

2502.11098 2025-02-18 cs.AI cs.LG cs.MA 88%

Talk Structurally, Act Hierarchically: A Collaborative Framework for LLM Multi-Agent Systems

Zhao Wang, Sota Moriyama, Wei-Yao Wang, Briti Gangopadhyay, Shingo Takamatsu

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

2502.09889 2025-02-17 cs.MA cs.AI cs.LG cs.RO 88%

Evaluating and Improving Graph-based Explanation Methods for Multi-Agent Coordination

Siva Kailas, Shalin Jain, Harish Ravichandar

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

Comments 19 pages, 8 figures, 6 tables

2502.09780 2025-02-17 cs.LG cs.AI cs.GT math.OC 88%

Incentivize without Bonus: Provably Efficient Model-based Online Multi-agent RL for Markov Games

Tong Yang, Bo Dai, Lin Xiao, Yuejie Chi

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

2409.19363 2025-02-17 cs.MA cs.AI cs.LG 88%

Learning Strategy Representation for Imitation Learning in Multi-Agent Games

Shiqi Lei, Kanghoon Lee, Linjing Li, Jinkyoo Park

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

Comments 13 pages, 7 figures. arXiv admin note: substantial text overlap with arXiv:2402.18617

Journal ref AAAI 2025

2502.09216 2025-02-14 cs.AI cs.CL cs.LO cs.MA 88%

Mind the Gaps: Logical English, Prolog, and Multi-agent Systems for Autonomous Vehicles

Galileo Sartor, Adam Wyner, Giuseppe Contissa

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.CL

Comments In Proceedings ICLP 2024, arXiv:2502.08453

Journal ref EPTCS 416, 2025, pp. 111-124

2408.04295 2025-02-10 cs.MA cs.AI cs.LG cs.RO 88%

Assigning Credit with Partial Reward Decoupling in Multi-Agent Proximal Policy Optimization

Aditya Kapoor, Benjamin Freed, Howie Choset, Jeff Schneider

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

Comments 20 pages, 5 figures, 12 tables, Reinforcement Learning Journal and Reinforcement Learning Conference 2024

2502.03948 2025-02-07 cs.AI cs.CL cs.MA 88%

Enhancing Online Learning Efficiency Through Heterogeneous Resource Integration with a Multi-Agent RAG System

Devansh Srivastav, Hasan Md Tusfiqur Alam, Afsaneh Asaei, Mahmoud Fazeli, Tanisha Sharma, Daniel Sonntag

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.CL

2501.18645 2025-02-05 cs.CL cs.AI cs.MA 88%

Layered Chain-of-Thought Prompting for Multi-Agent LLM Systems: A Comprehensive Approach to Explainable Large Language Models

Manish Sanwal

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.CL

2502.00989 2025-02-04 cs.CL cs.AI 88%

ChartCitor: Multi-Agent Framework for Fine-Grained Chart Visual Attribution

Kanika Goswami, Puneet Mathur, Ryan Rossi, Franck Dernoncourt

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.CL

2412.16244 2025-01-30 cs.AI cs.LG cs.MA 88%

The impact of behavioral diversity in multi-agent reinforcement learning

Matteo Bettini, Ryan Kortvelesy, Amanda Prorok

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

2411.03865 2025-01-30 cs.MA cs.AI cs.GT cs.LG cs.SI 88%

AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making

Yizhe Huang, Xingbo Wang, Hao Liu, Fanqi Kong, Aoyang Qin, Min Tang, Song-Chun Zhu, Mingjie Bi, Siyuan Qi, Xue Feng

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

Comments Accepted at NeurIPS D&B 2024

2501.14737 2025-01-28 cs.SE cs.AI 88%

EvalSVA: Multi-Agent Evaluators for Next-Gen Software Vulnerability Assessment

Xin-Cheng Wen, Jiaxin Ye, Cuiyun Gao, Lianwei Wu, Qing Liao

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.SE

Comments 11 pages

2501.14189 2025-01-27 cs.AI cs.LG cs.MA 88%

Distributed Multi-Agent Coordination Using Multi-Modal Foundation Models

Saaduddin Mahmud, Dorian Benhamou Goldfajn, Shlomo Zilberstein

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

2501.10938 2025-01-22 cs.LG cs.AI 88%

Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning

Ahmed Alagha, Jamal Bentahar, Hadi Otrok, Shakti Singh, Rabeb Mizouni

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

2501.10924 2025-01-22 cs.LG cs.AI cs.RO 88%

Adaptive Target Localization under Uncertainty using Multi-Agent Deep Reinforcement Learning with Knowledge Transfer

Ahmed Alagha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

2411.14593 2025-01-20 cs.RO cs.AI cs.LG cs.MA cs.SY eess.SY 88%

A Systematic Study of Multi-Agent Deep Reinforcement Learning for Safe and Robust Autonomous Highway Ramp Entry

Larry Schester, Luis E. Ortiz

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

Comments 9 pages, 9 figures; added support ack

2501.05470 2025-01-13 cs.AR cs.AI cs.SE 88%

RTLSquad: Multi-Agent Based Interpretable RTL Design

Bowei Wang, Qi Xiong, Zeqing Xiang, Lei Wang, Renzhi Chen

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.SE

2501.05113 2025-01-10 physics.comp-ph cs.AI cs.LG 88%

Constrained Optimization of Charged Particle Tracking with Multi-Agent Reinforcement Learning

Tobias Kortus, Ralf Keidel, Nicolas R. Gauger, Jan Kieseler

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

2409.00717 2025-01-10 cs.LG cs.AI cs.GT cs.MA 88%

Preference-Based Multi-Agent Reinforcement Learning: Data Coverage and Algorithmic Techniques

Natalia Zhang, Xinqi Wang, Qiwen Cui, Runlong Zhou, Sham M. Kakade, Simon S. Du

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

Comments 9 pages

2401.03154 2025-01-08 cs.RO cs.AI cs.LG cs.MA 88%

Decentralized Multi-Agent Active Search and Tracking when Targets Outnumber Agents

Arundhati Banerjee, Jeff Schneider

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

Comments Under review

2501.03187 2025-01-07 cs.AI cs.LG cs.MA 88%

Turn-based Multi-Agent Reinforcement Learning Model Checking

Dennis Gross

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

2305.17330 2025-01-03 cs.AI cs.LG 88%

MADiff: Offline Multi-agent Learning with Diffusion Models

Zhengbang Zhu, Minghuan Liu, Liyuan Mao, Bingyi Kang, Minkai Xu, Yong Yu, Stefano Ermon, Weinan Zhang

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

Comments 30 pages, 10 figures, 9 tables. Published at NeurIPS 2024

2208.04957 2025-01-03 cs.NE cs.AI cs.LG cs.MA 88%

Heterogeneous Multi-agent Zero-Shot Coordination by Coevolution

Ke Xue, Yutong Wang, Cong Guan, Lei Yuan, Haobo Fu, Qiang Fu, Chao Qian, Yang Yu

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

Comments IEEE TEvC

2412.15700 2024-12-31 cs.AI cs.LG cs.MA 88%

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning

Guangchong Zhou, Zeren Zhang, Guoliang Fan

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

2203.10603 2024-12-30 cs.MA cs.AI cs.LG 88%

Model-based Multi-agent Reinforcement Learning: Recent Progress and Prospects

Xihuai Wang, Zhicheng Zhang, Weinan Zhang

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

1. 多智能体 14795 篇

Dynamic Co-Optimization Compiler: Leveraging Multi-Agent Reinforcement Learning for Enhanced DNN Accelerator Performance

CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models

Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation

Learning Symbolic Task Decompositions for Multi-Agent Teams

Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System

Talk Structurally, Act Hierarchically: A Collaborative Framework for LLM Multi-Agent Systems

Evaluating and Improving Graph-based Explanation Methods for Multi-Agent Coordination

Incentivize without Bonus: Provably Efficient Model-based Online Multi-agent RL for Markov Games

Learning Strategy Representation for Imitation Learning in Multi-Agent Games

Mind the Gaps: Logical English, Prolog, and Multi-agent Systems for Autonomous Vehicles

Assigning Credit with Partial Reward Decoupling in Multi-Agent Proximal Policy Optimization

Enhancing Online Learning Efficiency Through Heterogeneous Resource Integration with a Multi-Agent RAG System

Layered Chain-of-Thought Prompting for Multi-Agent LLM Systems: A Comprehensive Approach to Explainable Large Language Models

ChartCitor: Multi-Agent Framework for Fine-Grained Chart Visual Attribution

The impact of behavioral diversity in multi-agent reinforcement learning

AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making

EvalSVA: Multi-Agent Evaluators for Next-Gen Software Vulnerability Assessment

Distributed Multi-Agent Coordination Using Multi-Modal Foundation Models

Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning

Adaptive Target Localization under Uncertainty using Multi-Agent Deep Reinforcement Learning with Knowledge Transfer

A Systematic Study of Multi-Agent Deep Reinforcement Learning for Safe and Robust Autonomous Highway Ramp Entry

RTLSquad: Multi-Agent Based Interpretable RTL Design

Constrained Optimization of Charged Particle Tracking with Multi-Agent Reinforcement Learning

Preference-Based Multi-Agent Reinforcement Learning: Data Coverage and Algorithmic Techniques

Decentralized Multi-Agent Active Search and Tracking when Targets Outnumber Agents

Turn-based Multi-Agent Reinforcement Learning Model Checking

MADiff: Offline Multi-agent Learning with Diffusion Models

Heterogeneous Multi-agent Zero-Shot Coordination by Coevolution

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning

Model-based Multi-agent Reinforcement Learning: Recent Progress and Prospects