AI Agent - arXivDaily 专题

2206.08468 2022-06-20 cs.MA cs.AI cs.DC cs.NI 88%

Belief-Desire-Intention (BDI) Multi-agent System for Cloud Marketplace Negotiation

Saurabh Deochake

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

Comments 19th International Conference on Distributed Computing and Artificial Intelligence

2010.15088 2022-06-17 cs.LG math.OC 88%

Finite-Time Convergence Rates of Decentralized Stochastic Approximation with Applications in Multi-Agent and Multi-Task Learning

Sihan Zeng, Thinh T. Doan, Justin Romberg

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

2206.05990 2022-06-14 cs.LG cs.GT cs.MA 88%

Multi-Agent Neural Rewriter for Vehicle Routing with Limited Disclosure of Costs

Nathalie Paul, Tim Wirtz, Stefan Wrobel, Alexander Kister

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

2205.11854 2022-06-14 cs.LG 88%

Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Learning

Zhiwei Hao, Guanyu Xu, Yong Luo, Han Hu, Jianping An, Shiwen Mao

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

2206.03721 2022-06-09 cs.MA cs.LG 88%

Stabilizing Voltage in Power Distribution Networks via Multi-Agent Reinforcement Learning with Transformer

Minrui Wang, Mingxiao Feng, Wengang Zhou, Houqiang Li

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

Comments Accepted by KDD 2022 Research Track

2202.10658 2022-06-09 cs.MA cs.LG cs.RO cs.SY eess.SY 88%

Decentralized Safe Multi-agent Stochastic Optimal Control using Deep FBSDEs and ADMM

Marcus A. Pereira, Augustinos D. Saravanos, Oswin So, Evangelos A. Theodorou

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

Journal ref Robotics: Science and Systems (RSS), 2022

2108.07144 2022-06-09 cs.IT cs.AI math.IT 88%

The Emergence of Wireless MAC Protocols with Multi-Agent Reinforcement Learning

Mateus P. Mota, Alvaro Valcarce, Jean-Marie Gorce, Jakob Hoydis

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

Comments Submitted to Globecom Workshops 2021

2104.02737 2022-06-09 eess.SY cs.AI cs.FL cs.SY 88%

Neural Network-based Control for Multi-Agent Systems from Spatio-Temporal Specifications

Suhail Alsalehi, Noushin Mehdipour, Ezio Bartocci, Calin Belta

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

Comments 8 pages. Submitted to the CDC 2021

2206.01972 2022-06-07 cs.NI cs.AI 88%

MACC: Cross-Layer Multi-Agent Congestion Control with Deep Reinforcement Learning

Jianing Bai, Tianhao Zhang, Guangming Xie

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

Comments 7 pages, 8 figures

2205.15245 2022-05-31 cs.LG cs.MA 88%

Residual Q-Networks for Value Function Factorizing in Multi-Agent Reinforcement Learning

Rafael Pina, Varuna De Silva, Joosep Hook, Ahmet Kondoz

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

Comments Accepted for publication on IEEE Transactions on Neural Networks and Learning Systems

2205.13836 2022-05-30 cs.MA cs.LG 88%

Feudal Multi-Agent Reinforcement Learning with Adaptive Network Partition for Traffic Signal Control

Jinming Ma, Feng Wu

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

2205.12504 2022-05-26 cs.MA cs.AI 88%

Deadlock-Free Method for Multi-Agent Pickup and Delivery Problem Using Priority Inheritance with Temporary Priority

Yukita Fujitani, Tomoki Yamauchi, Yuki Miyashita, Toshiharu Sugawara

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

Comments The paper was accepted at 26th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2022)

2007.01442 2022-05-26 cs.LG cs.DC cs.SI stat.ML 88%

Multi-Agent Low-Dimensional Linear Bandits

Ronshee Chawla, Abishek Sankararaman, Sanjay Shakkottai

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

Comments To appear in IEEE Transactions on Automatic Control

2205.10750 2022-05-24 cs.LG cs.MA eess.SP 88%

Multi-Agent Feedback Enabled Neural Networks for Intelligent Communications

Fanglei Sun, Yang Li, Ying Wen, Jingchen Hu, Jun Wang, Yang Yang, Kai Li

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

2205.11163 2022-05-24 cs.MA cs.LG 88%

Learning to Advise and Learning from Advice in Cooperative Multi-Agent Reinforcement Learning

Yue Jin, Shuangqing Wei, Jian Yuan, Xudong Zhang

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

2202.10134 2022-05-23 cs.LG 88%

MCMARL: Parameterizing Value Function via Mixture of Categorical Distributions for Multi-Agent Reinforcement Learning

Jian Zhao, Mingyu Yang, Youpeng Zhao, Xunhan Hu, Wengang Zhou, Jiangcheng Zhu, Houqiang Li

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

2205.07369 2022-05-17 cs.AI cs.MA math.DS nlin.AO 88%

Understanding Emergent Behaviours in Multi-Agent Systems with Evolutionary Game Theory

The Anh Han

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

2202.04382 2022-05-17 cs.MA cs.AI cs.RO 88%

Leveraging Experience in Lifelong Multi-Agent Pathfinding

Nitzan Madar, Kiril Solovey, Oren Salzman

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

2205.06800 2022-05-16 cs.LG cs.NI 88%

Distributed Transmission Control for Wireless Networks using Multi-Agent Reinforcement Learning

Collin Farquhar, Prem Sagar Pattanshetty Vasanth Kumar, Anu Jagannath, Jithin Jagannath

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

Comments 20 pages, 11 figures. To appear in SPIE Defense and Commercial Sensing 2022 (SI22)

2205.06331 2022-05-16 cs.LG cs.MA 88%

Collaborative Multi-agent Stochastic Linear Bandits

Ahmadreza Moradipari, Mohammad Ghavamzadeh, Mahnoosh Alizadeh

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

Journal ref American Control Conference (ACC), 2022

2012.03485 2022-05-12 cs.NE cs.AI 88%

A multi-agent evolutionary robotics framework to train spiking neural networks

Souvik Das, Anirudh Shankar, Vaneet Aggarwal

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

Comments 9 pages, 11 figures

Journal ref Proceedings of the Genetic and Evolutionary Computation Conference, (2021) 858 -- 865

2205.04855 2022-05-11 cs.MA cs.CR cs.IT cs.LG math.IT 88%

Secure Distributed/Federated Learning: Prediction-Privacy Trade-Off for Multi-Agent System

Mohamed Ridha Znaidi, Gaurav Gupta, Paul Bogdan

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

Comments 6 pages, 2 figures

2205.02672 2022-05-06 cs.LG cs.IT cs.MA cs.NI math.IT 88%

Multi-Agent Deep Reinforcement Learning in Vehicular OCC

Amirul Islam, Leila Musavian, Nikolaos Thomos

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

Comments Accepted in VTC2022-Spring

2204.14255 2022-05-03 cs.AI cs.MA 88%

Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation

Gusseppe Bravo-Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak

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

Comments Extended version of short paper accepted at IEEE COMPSAC 2022

2110.07392 2022-05-03 cs.LG cs.MA math.OC 88%

Provably Efficient Multi-Agent Reinforcement Learning with Fully Decentralized Communication

Justin Lidard, Udari Madhushani, Naomi Ehrich Leonard

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

Comments Accepted as a conference paper to American Control Conference (ACC) 2022

2203.03344 2022-05-03 cs.AI 88%

Learning to Ground Decentralized Multi-Agent Communication with Contrastive Learning

Yat Long Lo, Biswa Sengupta

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

Journal ref EmeCom at ICLR 2022

2110.04495 2022-05-02 cs.LG cs.MA 88%

Multi-Agent MDP Homomorphic Networks

Elise van der Pol, Herke van Hoof, Frans A. Oliehoek, Max Welling

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

Comments Camera ready version

2012.11579 2022-04-19 cs.LG cs.MA math.OC 88%

Multi-Agent Online Optimization with Delays: Asynchronicity, Adaptivity, and Optimism

Yu-Guan Hsieh, Franck Iutzeler, Jérôme Malick, Panayotis Mertikopoulos

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

Comments Accepted by Journal of Machine Learning Research (JMLR)

2204.05669 2022-04-13 cs.LG cs.MA 88%

An Analysis of Discretization Methods for Communication Learning with Multi-Agent Reinforcement Learning

Astrid Vanneste, Simon Vanneste, Kevin Mets, Tom De Schepper, Siegfried Mercelis, Steven Latré, Peter Hellinckx

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

Comments Accepted at Adaptive and Learning Agents Workshop (ALA 2022) https://ala2022.github.io/

2204.05576 2022-04-13 cs.AI 88%

Multi-agent Actor-Critic with Time Dynamical Opponent Model

Yuan Tian, Klaus-Rudolf Kladny, Qin Wang, Zhiwu Huang, Olga Fink

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

1. 多智能体 14943 篇

Belief-Desire-Intention (BDI) Multi-agent System for Cloud Marketplace Negotiation

Finite-Time Convergence Rates of Decentralized Stochastic Approximation with Applications in Multi-Agent and Multi-Task Learning

Multi-Agent Neural Rewriter for Vehicle Routing with Limited Disclosure of Costs

Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Learning

Stabilizing Voltage in Power Distribution Networks via Multi-Agent Reinforcement Learning with Transformer

Decentralized Safe Multi-agent Stochastic Optimal Control using Deep FBSDEs and ADMM

The Emergence of Wireless MAC Protocols with Multi-Agent Reinforcement Learning

Neural Network-based Control for Multi-Agent Systems from Spatio-Temporal Specifications

MACC: Cross-Layer Multi-Agent Congestion Control with Deep Reinforcement Learning

Residual Q-Networks for Value Function Factorizing in Multi-Agent Reinforcement Learning

Feudal Multi-Agent Reinforcement Learning with Adaptive Network Partition for Traffic Signal Control

Deadlock-Free Method for Multi-Agent Pickup and Delivery Problem Using Priority Inheritance with Temporary Priority

Multi-Agent Low-Dimensional Linear Bandits

Multi-Agent Feedback Enabled Neural Networks for Intelligent Communications

Learning to Advise and Learning from Advice in Cooperative Multi-Agent Reinforcement Learning

MCMARL: Parameterizing Value Function via Mixture of Categorical Distributions for Multi-Agent Reinforcement Learning

Understanding Emergent Behaviours in Multi-Agent Systems with Evolutionary Game Theory

Leveraging Experience in Lifelong Multi-Agent Pathfinding

Distributed Transmission Control for Wireless Networks using Multi-Agent Reinforcement Learning

Collaborative Multi-agent Stochastic Linear Bandits

A multi-agent evolutionary robotics framework to train spiking neural networks

Secure Distributed/Federated Learning: Prediction-Privacy Trade-Off for Multi-Agent System

Multi-Agent Deep Reinforcement Learning in Vehicular OCC

Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation

Provably Efficient Multi-Agent Reinforcement Learning with Fully Decentralized Communication

Learning to Ground Decentralized Multi-Agent Communication with Contrastive Learning

Multi-Agent MDP Homomorphic Networks

Multi-Agent Online Optimization with Delays: Asynchronicity, Adaptivity, and Optimism

An Analysis of Discretization Methods for Communication Learning with Multi-Agent Reinforcement Learning

Multi-agent Actor-Critic with Time Dynamical Opponent Model