AI Agent - arXivDaily 专题

2411.08400 2024-11-14 cs.RO cs.AI 88%

BAMAX: Backtrack Assisted Multi-Agent Exploration using Reinforcement Learning

Geetansh Kalra, Amit Patel, Atul Chaudhari, Divye Singh

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

2411.08167 2024-11-14 cs.LG stat.ML 88%

Multi-Agent Stochastic Bandits Robust to Adversarial Corruptions

Fatemeh Ghaffari, Xuchuang Wang, Jinhang Zuo, Mohammad Hajiesmaili

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

2411.06087 2024-11-13 cs.AI cs.RO 88%

Cross-Domain Transfer Learning using Attention Latent Features for Multi-Agent Trajectory Prediction

Jia Quan Loh, Xuewen Luo, Fan Ding, Hwa Hui Tew, Junn Yong Loo, Ze Yang Ding, Susilawati Susilawati, Chee Pin Tan

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

Comments Accepted at the IEEE International Conference on Systems, Man, and Cybernetics 2024

2411.04925 2024-11-12 cs.CV cs.AI cs.MA 88%

StoryAgent: Customized Storytelling Video Generation via Multi-Agent Collaboration

Panwen Hu, Jin Jiang, Jianqi Chen, Mingfei Han, Shengcai Liao, Xiaojun Chang, Xiaodan Liang

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

2411.05683 2024-11-11 cs.MA cs.AI 88%

Data-Driven Distributed Common Operational Picture from Heterogeneous Platforms using Multi-Agent Reinforcement Learning

Indranil Sur, Aswin Raghavan, Abrar Rahman, James Z Hare, Daniel Cassenti, Carl Busart

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

Comments 29th International Command and Control Research & Technology Symposium

2407.06567 2024-11-08 cs.CL 88%

FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making

Yangyang Yu, Zhiyuan Yao, Haohang Li, Zhiyang Deng, Yupeng Cao, Zhi Chen, Jordan W. Suchow, Rong Liu, Zhenyu Cui, Zhaozhuo Xu, Denghui Zhang, Koduvayur Subbalakshmi, Guojun Xiong, Yueru He, Jimin Huang, Dong Li, Qianqian Xie

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

Comments LLM Applications, LLM Agents, Financial Technology, Quantitative Finance, Algorithmic Trading, Cognitive Science

2312.07025 2024-11-07 cs.AI 88%

Noise Distribution Decomposition based Multi-Agent Distributional Reinforcement Learning

Wei Geng, Baidi Xiao, Rongpeng Li, Ning Wei, Dong Wang, Zhifeng Zhao

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

2209.12713 2024-11-06 cs.MA cs.LG 88%

Multi-Agent Coordination via Multi-Level Communication

Ziluo Ding, Zeyuan Liu, Zhirui Fang, Kefan Su, Liwen Zhu, Zongqing Lu

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

Comments NeurIPS 2024

2401.10383 2024-11-05 cs.LG cs.MA stat.ML 88%

Cooperative Multi-Agent Graph Bandits: UCB Algorithm and Regret Analysis

Phevos Paschalidis, Runyu Zhang, Na Li

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

2410.22932 2024-11-04 cs.CL 88%

Multi-Agent Large Language Models for Conversational Task-Solving

Jonas Becker

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

2308.00352 2024-11-04 cs.AI cs.MA 88%

MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Sirui Hong, Mingchen Zhuge, Jiaqi Chen, Xiawu Zheng, Yuheng Cheng, Ceyao Zhang, Jinlin Wang, Zili Wang, Steven Ka Shing Yau, Zijuan Lin, Liyang Zhou, Chenyu Ran, Lingfeng Xiao, Chenglin Wu, Jürgen Schmidhuber

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

2411.00188 2024-11-04 cs.AI cs.IR 88%

Building Multi-Agent Copilot towards Autonomous Agricultural Data Management and Analysis

Yu Pan, Jianxin Sun, Hongfeng Yu, Joe Luck, Geng Bai, Nipuna Chamara, Yufeng Ge, Tala Awada

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

2410.21342 2024-10-30 cs.MA cs.AI 88%

Heterogeneous Interaction Modeling With Reduced Accumulated Error for Multi-Agent Trajectory Prediction

Siyuan Chen, Jiahai Wang

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

Comments 20 pages, accepted by IEEE TNNLS

2410.14916 2024-10-30 cs.MA cs.AI cs.RO 88%

Cooperation and Fairness in Multi-Agent Reinforcement Learning

Jasmine Jerry Aloor, Siddharth Nayak, Sydney Dolan, Hamsa Balakrishnan

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

Comments Manuscript accepted in ACM Journal on Autonomous Transportation Systems

2410.21067 2024-10-29 cs.CL 88%

CRAT: A Multi-Agent Framework for Causality-Enhanced Reflective and Retrieval-Augmented Translation with Large Language Models

Meiqi Chen, Fandong Meng, Yingxue Zhang, Yan Zhang, Jie Zhou

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

2410.20345 2024-10-29 eess.SY cs.LG cs.MA cs.SY math.OC 88%

Logarithmically Quantized Distributed Optimization over Dynamic Multi-Agent Networks

Mohammadreza Doostmohammadian, Sérgio Pequito

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

Journal ref LCSS Journal 2024

2408.15449 2024-10-29 cs.MA cs.LG 88%

Graph Attention Inference of Network Topology in Multi-Agent Systems

Akshay Kolli, Reza Azadeh, Kshitj Jerath

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

Comments Accepted for publication at Modeling and Estimation Control Conference 2024; 6 pages, 5 figures

2407.16312 2024-10-29 cs.MA cs.AI cs.GT 88%

MOMAland: A Set of Benchmarks for Multi-Objective Multi-Agent Reinforcement Learning

Florian Felten, Umut Ucak, Hicham Azmani, Gao Peng, Willem Röpke, Hendrik Baier, Patrick Mannion, Diederik M. Roijers, Jordan K. Terry, El-Ghazali Talbi, Grégoire Danoy, Ann Nowé, Roxana Rădulescu

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

2410.19544 2024-10-28 cs.RO cs.AI 88%

PMM-Net: Single-stage Multi-agent Trajectory Prediction with Patching-based Embedding and Explicit Modal Modulation

Huajian Liu, Wei Dong, Kunpeng Fan, Chao Wang, Yongzhuo Gao

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

2410.19372 2024-10-28 cs.LG 88%

Toward Finding Strong Pareto Optimal Policies in Multi-Agent Reinforcement Learning

Bang Giang Le, Viet Cuong Ta

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

Comments Submitted to ACML 2024 Special Issue Journal track

2311.15858 2024-10-28 cs.NI cs.LG cs.MA 88%

Multi-Agent Reinforcement Learning for Power Control in Wireless Networks via Adaptive Graphs

Lorenzo Mario Amorosa, Marco Skocaj, Roberto Verdone, Deniz Gündüz

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

Comments 6 pages, 4 figures. This work has been submitted to the IEEE for possible publication

2310.16659 2024-10-28 cs.RO cs.LG 88%

Multi-Agent Reinforcement Learning-Based UAV Pathfinding for Obstacle Avoidance in Stochastic Environment

Qizhen Wu, Kexin Liu, Lei Chen, Jinhu Lü

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

2410.18621 2024-10-25 q-bio.PE cs.LG math.DS 88%

Evolutionary Dispersal of Ecological Species via Multi-Agent Deep Reinforcement Learning

Wonhyung Choi, Inkyung Ahn

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

2410.18202 2024-10-25 cs.MA cs.AI 88%

PyTSC: A Unified Platform for Multi-Agent Reinforcement Learning in Traffic Signal Control

Rohit Bokade, Xiaoning Jin

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

Comments 13 pages

2410.18112 2024-10-25 cs.MA cs.LG cs.RO 88%

OPTIMA: Optimized Policy for Intelligent Multi-Agent Systems Enables Coordination-Aware Autonomous Vehicles

Rui Du, Kai Zhao, Jinlong Hou, Qiang Zhang, Peter Zhang

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

2410.17382 2024-10-24 cs.LG cs.MA stat.ML 88%

Cooperative Multi-Agent Constrained Stochastic Linear Bandits

Amirhossein Afsharrad, Parisa Oftadeh, Ahmadreza Moradipari, Sanjay Lall

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

2402.12416 2024-10-24 cs.MA cs.AI 88%

Aligning Individual and Collective Objectives in Multi-Agent Cooperation

Yang Li, Wenhao Zhang, Jianhong Wang, Shao Zhang, Yali Du, Ying Wen, Wei Pan

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

Comments 20 pages; Accepted by NeurIPS 2024

2410.16529 2024-10-23 cs.AI cs.MA 88%

Distributed Online Life-Long Learning (DOL3) for Multi-agent Trust and Reputation Assessment in E-commerce

Hariprasauth Ramamoorthy, Shubhankar Gupta, Suresh Sundaram

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

2410.15686 2024-10-22 cs.MA cs.AI 88%

NetSafe: Exploring the Topological Safety of Multi-agent Networks

Miao Yu, Shilong Wang, Guibin Zhang, Junyuan Mao, Chenlong Yin, Qijiong Liu, Qingsong Wen, Kun Wang, Yang Wang

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

2410.15287 2024-10-22 cs.CL 88%

Training Language Models to Critique With Multi-agent Feedback

Tian Lan, Wenwei Zhang, Chengqi Lyu, Shuaibin Li, Chen Xu, Heyan Huang, Dahua Lin, Xian-Ling Mao, Kai Chen

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

1. 多智能体 14943 篇

BAMAX: Backtrack Assisted Multi-Agent Exploration using Reinforcement Learning

Multi-Agent Stochastic Bandits Robust to Adversarial Corruptions

Cross-Domain Transfer Learning using Attention Latent Features for Multi-Agent Trajectory Prediction

StoryAgent: Customized Storytelling Video Generation via Multi-Agent Collaboration

Data-Driven Distributed Common Operational Picture from Heterogeneous Platforms using Multi-Agent Reinforcement Learning

FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making

Noise Distribution Decomposition based Multi-Agent Distributional Reinforcement Learning

Multi-Agent Coordination via Multi-Level Communication

Cooperative Multi-Agent Graph Bandits: UCB Algorithm and Regret Analysis

Multi-Agent Large Language Models for Conversational Task-Solving

MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Building Multi-Agent Copilot towards Autonomous Agricultural Data Management and Analysis

Heterogeneous Interaction Modeling With Reduced Accumulated Error for Multi-Agent Trajectory Prediction

Cooperation and Fairness in Multi-Agent Reinforcement Learning

CRAT: A Multi-Agent Framework for Causality-Enhanced Reflective and Retrieval-Augmented Translation with Large Language Models

Logarithmically Quantized Distributed Optimization over Dynamic Multi-Agent Networks

Graph Attention Inference of Network Topology in Multi-Agent Systems

MOMAland: A Set of Benchmarks for Multi-Objective Multi-Agent Reinforcement Learning

PMM-Net: Single-stage Multi-agent Trajectory Prediction with Patching-based Embedding and Explicit Modal Modulation

Toward Finding Strong Pareto Optimal Policies in Multi-Agent Reinforcement Learning

Multi-Agent Reinforcement Learning for Power Control in Wireless Networks via Adaptive Graphs

Multi-Agent Reinforcement Learning-Based UAV Pathfinding for Obstacle Avoidance in Stochastic Environment

Evolutionary Dispersal of Ecological Species via Multi-Agent Deep Reinforcement Learning

PyTSC: A Unified Platform for Multi-Agent Reinforcement Learning in Traffic Signal Control

OPTIMA: Optimized Policy for Intelligent Multi-Agent Systems Enables Coordination-Aware Autonomous Vehicles

Cooperative Multi-Agent Constrained Stochastic Linear Bandits

Aligning Individual and Collective Objectives in Multi-Agent Cooperation

Distributed Online Life-Long Learning (DOL3) for Multi-agent Trust and Reputation Assessment in E-commerce

NetSafe: Exploring the Topological Safety of Multi-agent Networks

Training Language Models to Critique With Multi-agent Feedback