AI Agent

A Scalable Network-Aware Multi-Agent Reinforcement Learning Framework for Decentralized Inverter-based Voltage Control

Han Xu, Jialin Zheng, Guannan Qu

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

Extreme Event Prediction with Multi-agent Reinforcement Learning-based Parametrization of Atmospheric and Oceanic Turbulence

Rambod Mojgani, Daniel Waelchli, Yifei Guan, Petros Koumoutsakos, Pedram Hassanzadeh

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

SceneDM: Scene-level Multi-agent Trajectory Generation with Consistent Diffusion Models

Zhiming Guo, Xing Gao, Jianlan Zhou, Xinyu Cai, Botian Shi

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

Decentralised Q-Learning for Multi-Agent Markov Decision Processes with a Satisfiability Criterion

Keshav P. Keval, Vivek S. Borkar

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

Robust Network Slicing: Multi-Agent Policies, Adversarial Attacks, and Defensive Strategies

Feng Wang, M. Cenk Gursoy, Senem Velipasalar

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

Comments Published in IEEE Transactions on Machine Learning in Communications and Networking (TMLCN)

Enhancing Multi-Agent Coordination through Common Operating Picture Integration

Peihong Yu, Bhoram Lee, Aswin Raghavan, Supun Samarasekara, Pratap Tokekar, James Zachary Hare

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

Comments accepted to OODWorkshop@CoRL23; please see https://openreview.net/forum?id=fADcJl0B0P for the paper

Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization

Xiangsen Wang, Haoran Xu, Yinan Zheng, Xianyuan Zhan

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

Comments Accepted by the 37th Conference on Neural Information Processing Systems (NeurIPS 2023)

Imitation Learning based Alternative Multi-Agent Proximal Policy Optimization for Well-Formed Swarm-Oriented Pursuit Avoidance

Sizhao Li, Yuming Xiang, 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, 2023 IEEE the 9th International Conference on Computer and Communications (ICCC)

Mix-ME: Quality-Diversity for Multi-Agent Learning

Garðar Ingvarsson, Mikayel Samvelyan, Bryan Lim, Manon Flageat, Antoine Cully, Tim Rocktäschel

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

Comments 15 pages, 7 figures. Submitted and accepted to the ALOE workshop at NeurIPS 2023

Adversarial Attacks on Cooperative Multi-agent Bandits

Jinhang Zuo, Zhiyao Zhang, Xuchuang Wang, Cheng Chen, Shuai Li, John C. S. Lui, Mohammad Hajiesmaili, Adam Wierman

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

Responsible Emergent Multi-Agent Behavior

Niko A. Grupen

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

Comments 234 pages, 46 figures

QFree: A Universal Value Function Factorization for Multi-Agent Reinforcement Learning

Rizhong Wang, Huiping Li, Di Cui, Demin Xu

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

AI for Open Science: A Multi-Agent Perspective for Ethically Translating Data to Knowledge

Chase Yakaboski, Gregory Hyde, Clement Nyanhongo, Eugene Santos

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

Comments NeurIPS AI For Science Workshop 2023. 11 pages, 2 figures

Generative retrieval-augmented ontologic graph and multi-agent strategies for interpretive large language model-based materials design

Markus J. Buehler

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

Regret-Minimization Algorithms for Multi-Agent Cooperative Learning Systems

Jialin Yi

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

Comments Thesis submitted to London School of Economics and Political Science for PhD in Statistics

Fair collaborative vehicle routing: A deep multi-agent reinforcement learning approach

Stephen Mak, Liming Xu, Tim Pearce, Michael Ostroumov, Alexandra Brintrup

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

Comments Final, published version can be found here: https://www.sciencedirect.com/science/article/pii/S0968090X23003662

Journal ref Volume 157, December 2023, 104376

Goals are Enough: Inducing AdHoc cooperation among unseen Multi-Agent systems in IMFs

Kaushik Dey, Satheesh K. Perepu, Abir Das

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

Comments Accepted for publication in IEEE CCNC 2024 conference

Multi-Agent Reinforcement Learning Guided by Signal Temporal Logic Specifications

Jiangwei Wang, Shuo Yang, Ziyan An, Songyang Han, Zhili Zhang, Rahul Mangharam, Meiyi Ma, Fei Miao

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

Fact-based Agent modeling for Multi-Agent Reinforcement Learning

Baofu Fang, Caiming Zheng, Hao Wang

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

Decentralized Randomly Distributed Multi-agent Multi-armed Bandit with Heterogeneous Rewards

Mengfan Xu, Diego Klabjan

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

Comments 58 pages, to appear at Advances in Neural Information Processing Systems (NeurIPS 2023 Spotlight)

Joint Optimization of Traffic Signal Control and Vehicle Routing in Signalized Road Networks using Multi-Agent Deep Reinforcement Learning

Xianyue Peng, Hang Gao, Gengyue Han, Hao Wang, Michael Zhang

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

Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Stable Algorithms

Alexander Bukharin, Yan Li, Yue Yu, Qingru Zhang, Zhehui Chen, Simiao Zuo, Chao Zhang, Songan Zhang, Tuo Zhao

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

Comments 33 pages, 10 figures

Efficient Domain Coverage for Vehicles with Second-Order Dynamics via Multi-Agent Reinforcement Learning

Xinyu Zhao, Razvan C. Fetecau, Mo Chen

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

Comments Accepted by IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023

Pareto Actor-Critic for Equilibrium Selection in Multi-Agent Reinforcement Learning

Filippos Christianos, Georgios Papoudakis, Stefano V. Albrecht

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

Comments Published in Transactions on Machine Learning Research (TMLR); Reviewed on OpenReview: https://openreview.net/forum?id=3AzqYa18ah

Quantifying Agent Interaction in Multi-agent Reinforcement Learning for Cost-efficient Generalization

Yuxin Chen, Chen Tang, Ran Tian, Chenran Li, Jinning Li, Masayoshi Tomizuka, Wei Zhan

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

Comments 12 pages, 6 figures

Inverse Factorized Q-Learning for Cooperative Multi-agent Imitation Learning

The Viet Bui, Tien Mai, Thanh Hong Nguyen

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

Sample-Efficient Multi-Agent RL: An Optimization Perspective

Nuoya Xiong, Zhihan Liu, Zhaoran Wang, Zhuoran Yang

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

Deconstructing Cooperation and Ostracism via Multi-Agent Reinforcement Learning

Atsushi Ueshima, Shayegan Omidshafiei, Hirokazu Shirado

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

Self-Supervised Neuron Segmentation with Multi-Agent Reinforcement Learning

Yinda Chen, Wei Huang, Shenglong Zhou, Qi Chen, Zhiwei Xiong

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

Comments IJCAI 23 main track paper

Multi-Agent Reinforcement Learning Based on Representational Communication for Large-Scale Traffic Signal Control

Rohit Bokade, Xiaoning Jin, Christopher Amato

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

Comments IEEE Access (2023)