AI Agent - arXivDaily 专题

2201.01247 2023-07-27 cs.MA cs.LG 88%

Value Functions Factorization with Latent State Information Sharing in Decentralized Multi-Agent Policy Gradients

Hanhan Zhou, Tian Lan, Vaneet Aggarwal

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

Comments Accepted to IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI)

2303.13808 2023-07-26 cs.MA cs.LG 88%

marl-jax: Multi-Agent Reinforcement Leaning Framework

Kinal Mehta, Anuj Mahajan, Pawan Kumar

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

Comments Accepted at ECML-PKDD 2023 Demo Track

2307.12915 2023-07-25 cs.MA cs.AI 88%

Consensus-based Participatory Budgeting for Legitimacy: Decision Support via Multi-agent Reinforcement Learning

Srijoni Majumdar, Evangelos Pournaras

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

Comments 13 Pages, 8 Figures, 3 Tables, Accepted in International Conference on Machine Learning, Optimization, and Data Science, 2023

Journal ref International Conference on Machine Learning, Optimization, and Data Science, 2023

2307.12287 2023-07-25 cs.AI cs.MA 88%

Decentralized Adaptive Formation via Consensus-Oriented Multi-Agent Communication

Yuming Xiang, Sizhao Li, Rongpeng Li, Zhifeng Zhao, Honggang Zhang

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

Comments 6 pages, 5 figures

2307.10704 2023-07-21 cs.LG 88%

Decentralized Smart Charging of Large-Scale EVs using Adaptive Multi-Agent Multi-Armed Bandits

Sharyal Zafar, Raphaël Feraud, Anne Blavette, Guy Camilleri, Hamid Ben

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

Comments CIRED 2023 International Conference & Exhibition on Electricity Distribution, Jun 2023, Rome, Italy

2307.10594 2023-07-21 cs.RO cs.AI 88%

Exploiting Structure for Optimal Multi-Agent Bayesian Decentralized Estimation

Christopher Funk, Ofer Dagan, Benjamin Noack, Nisar R. Ahmed

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

Comments 4 pages, 4 figures. presented at the Inference and Decision Making for Autonomous Vehicles (IDMAV) RSS 2023 workshop

2307.09051 2023-07-19 cs.AI 88%

QMNet: Importance-Aware Message Exchange for Decentralized Multi-Agent Reinforcement Learning

Xiufeng Huang, Sheng Zhou

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

2303.09032 2023-07-17 cs.LG cs.MA 88%

Conditionally Optimistic Exploration for Cooperative Deep Multi-Agent Reinforcement Learning

Xutong Zhao, Yangchen Pan, Chenjun Xiao, Sarath Chandar, Janarthanan Rajendran

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

Comments Accepted at UAI 2023

2307.06758 2023-07-14 cs.AI cs.GT cs.MA 88%

Layered controller synthesis for dynamic multi-agent systems

Emily Clement, Nicolas Perrin-Gilbert, Philipp Schlehuber-Caissier

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

2307.05059 2023-07-12 cs.GT cs.AI cs.MA 88%

On Imperfect Recall in Multi-Agent Influence Diagrams

James Fox, Matt MacDermott, Lewis Hammond, Paul Harrenstein, Alessandro Abate, Michael Wooldridge

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

Comments In Proceedings TARK 2023, arXiv:2307.04005

Journal ref EPTCS 379, 2023, pp. 201-220

2304.02370 2023-07-12 physics.flu-dyn cs.LG 88%

Effective control of two-dimensional Rayleigh--Bénard convection: invariant multi-agent reinforcement learning is all you need

Colin Vignon, Jean Rabault, Joel Vasanth, Francisco Alcántara-Ávila, Mikael Mortensen, Ricardo Vinuesa

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

Comments 34 pages, 11 figures submitted to Physics of Fluids

2307.02691 2023-07-07 cs.RO cs.AI cs.MA 88%

SACHA: Soft Actor-Critic with Heuristic-Based Attention for Partially Observable Multi-Agent Path Finding

Qiushi Lin, Hang Ma

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

Comments Accepted to IEEE Robotics and Automation Letters (RA-L)

2307.00065 2023-07-04 cs.AI cs.RO 88%

Qualitative Prediction of Multi-Agent Spatial Interactions

Sariah Mghames, Luca Castri, Marc Hanheide, Nicola Bellotto

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

Comments This work will be published in the proceedings of IEEE RO-MAN 2023 (https://ro-man2023.org/main). arXiv admin note: text overlap with arXiv:2304.11740

2306.10754 2023-07-03 eess.SY cs.LG cs.SY 88%

Collaborative Optimization of Multi-microgrids System with Shared Energy Storage Based on Multi-agent Stochastic Game and Reinforcement Learning

Yijian Wang, Yang Cui, Yang Li, Yang Xu

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

Comments Accepted by Energy

Journal ref Energy 280 (2023) 128182

2210.00945 2023-07-03 cs.LG cs.MA 88%

Cooperative Multi-Agent Deep Reinforcement Learning for Reliable and Energy-Efficient Mobile Access via Multi-UAV Control

Chanyoung Park, Soohyun Park, Soyi Jung, Carlos Cordeiro, Joongheon Kim

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

Comments 17 pages, 11 figures

2306.13169 2023-06-26 cs.AI cs.MA cs.NE 88%

Amorphous Fortress: Observing Emergent Behavior in Multi-Agent FSMs

M Charity, Dipika Rajesh, Sam Earle, Julian Togelius

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

Comments 9 pages; Accepted to the 1st ALIFE for and from video games Workshop 2023

2209.01054 2023-06-23 cs.MA cs.LG 88%

Taming Multi-Agent Reinforcement Learning with Estimator Variance Reduction

Taher Jafferjee, Juliusz Ziomek, Tianpei Yang, Zipeng Dai, Jianhong Wang, Matthew Taylor, Kun Shao, Jun Wang, David Mguni

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

2306.11216 2023-06-21 cs.LG stat.ME 88%

CF-GODE: Continuous-Time Causal Inference for Multi-Agent Dynamical Systems

Song Jiang, Zijie Huang, Xiao Luo, Yizhou Sun

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

Comments 13 pages, 8 figures

Journal ref KDD 2023

2306.09637 2023-06-19 cs.NI cs.AI 88%

DeepMPR: Enhancing Opportunistic Routing in Wireless Networks through Multi-Agent Deep Reinforcement Learning

Saeed Kaviani, Bo Ryu, Ejaz Ahmed, Deokseong Kim, Jae Kim, Carrie Spiker, Blake Harnden

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

2306.05998 2023-06-12 cs.LG cs.MA stat.ML 88%

Distributed Consensus Algorithm for Decision-Making in Multi-agent Multi-armed Bandit

Xiaotong Cheng, Setareh Maghsudi

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

2306.05490 2023-06-12 cs.AI cs.LO 88%

Learnability with PAC Semantics for Multi-agent Beliefs

Ionela G. Mocanu, Vaishak Belle, Brendan Juba

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

2210.17101 2023-06-09 cs.LG cs.MA 88%

Unrolled Graph Learning for Multi-Agent Collaboration

Enpei Zhang, Shuo Tang, Xiaowen Dong, Siheng Chen, Yanfeng Wang

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

Comments This work was accepted to be presented at the Graph Signal Processing Workshop 2023

2306.03083 2023-06-06 cs.RO cs.AI 88%

MotionDiffuser: Controllable Multi-Agent Motion Prediction using Diffusion

Chiyu Max Jiang, Andre Cornman, Cheolho Park, Ben Sapp, Yin Zhou, Dragomir Anguelov

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

Comments Accepted as a highlight paper in CVPR 2023. Walkthrough video: https://youtu.be/IfGTZwm1abg

2306.02684 2023-06-06 cs.AI cs.MA 88%

A Novel Multi-Agent Deep RL Approach for Traffic Signal Control

Shijie Wang, Shangbo Wang

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

Comments Accepted by PerCOM2023 Workshops

2306.02430 2023-06-06 cs.MA cs.LG 88%

A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning

Wei-Fang Sun, Cheng-Kuang Lee, Simon See, Chun-Yi Lee

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

Comments JMLR 2023. Extended version of arXiv:2102.07936

2305.18875 2023-06-06 eess.SY cs.LG cs.MA cs.SY 88%

Centralised rehearsal of decentralised cooperation: Multi-agent reinforcement learning for the scalable coordination of residential energy flexibility

Flora Charbonnier, Bei Peng, Thomas Morstyn, Malcolm McCulloch

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

2210.06274 2023-06-06 cs.LG 88%

Centralized Training with Hybrid Execution in Multi-Agent Reinforcement Learning

Pedro P. Santos, Diogo S. Carvalho, Miguel Vasco, Alberto Sardinha, Pedro A. Santos, Ana Paiva, Francisco S. Melo

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

2108.12988 2023-06-06 cs.LG cs.MA 88%

Learning Meta Representations for Agents in Multi-Agent Reinforcement Learning

Shenao Zhang, Li Shen, Lei Han, Li Shen

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

Comments Published at CoLLAs

2306.02006 2023-06-06 cs.LG 88%

MA2CL:Masked Attentive Contrastive Learning for Multi-Agent Reinforcement Learning

Haolin Song, 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

2306.01032 2023-06-05 cs.LG math.OC 88%

Chaos persists in large-scale multi-agent learning despite adaptive learning rates

Emmanouil-Vasileios Vlatakis-Gkaragkounis, Lampros Flokas, Georgios Piliouras

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

Comments 30 pages, 6 figures

1. 多智能体 14943 篇

Value Functions Factorization with Latent State Information Sharing in Decentralized Multi-Agent Policy Gradients

marl-jax: Multi-Agent Reinforcement Leaning Framework

Consensus-based Participatory Budgeting for Legitimacy: Decision Support via Multi-agent Reinforcement Learning

Decentralized Adaptive Formation via Consensus-Oriented Multi-Agent Communication

Decentralized Smart Charging of Large-Scale EVs using Adaptive Multi-Agent Multi-Armed Bandits

Exploiting Structure for Optimal Multi-Agent Bayesian Decentralized Estimation

QMNet: Importance-Aware Message Exchange for Decentralized Multi-Agent Reinforcement Learning

Conditionally Optimistic Exploration for Cooperative Deep Multi-Agent Reinforcement Learning

Layered controller synthesis for dynamic multi-agent systems

On Imperfect Recall in Multi-Agent Influence Diagrams

Effective control of two-dimensional Rayleigh--Bénard convection: invariant multi-agent reinforcement learning is all you need

SACHA: Soft Actor-Critic with Heuristic-Based Attention for Partially Observable Multi-Agent Path Finding

Qualitative Prediction of Multi-Agent Spatial Interactions

Collaborative Optimization of Multi-microgrids System with Shared Energy Storage Based on Multi-agent Stochastic Game and Reinforcement Learning

Cooperative Multi-Agent Deep Reinforcement Learning for Reliable and Energy-Efficient Mobile Access via Multi-UAV Control

Amorphous Fortress: Observing Emergent Behavior in Multi-Agent FSMs

Taming Multi-Agent Reinforcement Learning with Estimator Variance Reduction

CF-GODE: Continuous-Time Causal Inference for Multi-Agent Dynamical Systems

DeepMPR: Enhancing Opportunistic Routing in Wireless Networks through Multi-Agent Deep Reinforcement Learning

Distributed Consensus Algorithm for Decision-Making in Multi-agent Multi-armed Bandit

Learnability with PAC Semantics for Multi-agent Beliefs

Unrolled Graph Learning for Multi-Agent Collaboration

MotionDiffuser: Controllable Multi-Agent Motion Prediction using Diffusion

A Novel Multi-Agent Deep RL Approach for Traffic Signal Control

A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning

Centralised rehearsal of decentralised cooperation: Multi-agent reinforcement learning for the scalable coordination of residential energy flexibility

Centralized Training with Hybrid Execution in Multi-Agent Reinforcement Learning

Learning Meta Representations for Agents in Multi-Agent Reinforcement Learning

MA2CL:Masked Attentive Contrastive Learning for Multi-Agent Reinforcement Learning

Chaos persists in large-scale multi-agent learning despite adaptive learning rates