AI Agent - arXivDaily 专题

2211.11043 2022-11-22 econ.GN cs.AI cs.LG q-fin.EC 88%

Revealing Robust Oil and Gas Company Macro-Strategies using Deep Multi-Agent Reinforcement Learning

Dylan Radovic, Lucas Kruitwagen, Christian Schroeder de Witt, Ben Caldecott, Shane Tomlinson, Mark Workman

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

2210.04365 2022-11-11 cs.MA cs.AI cs.LG 88%

ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward

Zixian Ma, Rose Wang, Li Fei-Fei, Michael Bernstein, Ranjay Krishna

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

Comments This paper will be published in Neurips 2022

2103.01955 2022-11-07 cs.LG cs.AI cs.MA 88%

The Surprising Effectiveness of PPO in Cooperative, Multi-Agent Games

Chao Yu, Akash Velu, Eugene Vinitsky, Jiaxuan Gao, Yu Wang, Alexandre Bayen, Yi Wu

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

Comments This paper has been accepted by NeurIPS 2022 Datasets and Benchmarks

2201.00570 2022-11-03 cs.LG cs.AI cs.MA 88%

3DPG: Distributed Deep Deterministic Policy Gradient Algorithms for Networked Multi-Agent Systems

Adrian Redder, Arunselvan Ramaswamy, Holger Karl

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

2210.16468 2022-11-01 cs.AI cs.LG cs.MA 88%

Curiosity-Driven Multi-Agent Exploration with Mixed Objectives

Roben Delos Reyes, Kyunghwan Son, Jinhwan Jung, Wan Ju Kang, Yung Yi

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

2210.13942 2022-10-26 cs.LG cs.CL cs.MA 88%

Entity Divider with Language Grounding in Multi-Agent Reinforcement Learning

Ziluo Ding, Wanpeng Zhang, Junpeng Yue, Xiangjun Wang, Tiejun Huang, Zongqing Lu

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

2210.09646 2022-10-19 cs.MA cs.AI cs.LG 88%

RPM: Generalizable Behaviors for Multi-Agent Reinforcement Learning

Wei Qiu, Xiao Ma, Bo An, Svetlana Obraztsova, Shuicheng Yan, Zhongwen Xu

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

2206.00159 2022-10-17 cs.LG cs.AI cs.GT cs.MA 88%

Provably Efficient Offline Multi-agent Reinforcement Learning via Strategy-wise Bonus

Qiwen Cui, 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 34 pages; accepted by NeurIPS 2022

2210.06835 2022-10-14 cs.LG cs.AI cs.MA cs.NE 88%

Multi-agent Dynamic Algorithm Configuration

Ke Xue, Jiacheng Xu, Lei Yuan, Miqing Li, Chao Qian, Zongzhang Zhang, Yang Yu

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

Comments NeurIPS 2022 Accept

2210.06380 2022-10-13 cs.LG cs.AI cs.MA cs.RO math.OC 88%

Near-Optimal Multi-Agent Learning for Safe Coverage Control

Manish Prajapat, Matteo Turchetta, Melanie N. Zeilinger, Andreas Krause

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 2022

2209.10113 2022-10-12 cs.LG cs.AI cs.MA cs.RO 88%

Asynchronous Actor-Critic for Multi-Agent Reinforcement Learning

Yuchen Xiao, Weihao Tan, Christopher Amato

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

Comments arXiv admin note: substantial text overlap with arXiv:2209.10003

2112.03874 2022-09-22 q-fin.ST cs.AI cs.CE cs.LG cs.MA stat.ME 88%

Efficient Calibration of Multi-Agent Simulation Models from Output Series with Bayesian Optimization

Yuanlu Bai, Henry Lam, Svitlana Vyetrenko, Tucker Balch

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

Comments This paper has been accepted and will be published in ICAIF 2022 proceedings

2209.08351 2022-09-20 cs.LG cs.AI cs.MA cs.RO 88%

Sample-Efficient Multi-Agent Reinforcement Learning with Demonstrations for Flocking Control

Yunbo Qiu, Yuzhu Zhan, Yue Jin, Jian Wang, Xudong Zhang

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

Comments Accepted by IEEE Vehicular Technology Conference (VTC) 2022-Fall

2209.06824 2022-09-16 cs.LG cs.AI cs.MA 88%

An ensemble Multi-Agent System for non-linear classification

Thibault Fourez, Nicolas Verstaevel, Frédéric Migeon, Frédéric Schettini, Frederic Amblard

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

Journal ref 14th ITS European Congress, May 2022, Toulouse, France

2209.01288 2022-09-16 cs.AI cs.LG cs.MA 88%

Learning Practical Communication Strategies in Cooperative Multi-Agent Reinforcement Learning

Diyi Hu, Chi Zhang, Viktor Prasanna, Bhaskar Krishnamachari

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

2110.13484 2022-09-13 cs.AI cs.LG cs.MA 88%

Applications of Multi-Agent Reinforcement Learning in Future Internet: A Comprehensive Survey

Tianxu Li, Kun Zhu, Nguyen Cong Luong, Dusit Niyato, Qihui Wu, Yang Zhang, Bing Chen

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

2209.03859 2022-09-09 cs.MA cs.AI cs.LG 88%

A Survey on Large-Population Systems and Scalable Multi-Agent Reinforcement Learning

Kai Cui, Anam Tahir, Gizem Ekinci, Ahmed Elshamanhory, Yannick Eich, Mengguang Li, Heinz Koeppl

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

2203.13319 2022-09-05 cs.LG cs.AI math.OC stat.ML 88%

Remember and Forget Experience Replay for Multi-Agent Reinforcement Learning

Pascal Weber, Daniel Wälchli, Mustafa Zeqiri, Petros Koumoutsakos

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

2208.14447 2022-09-01 cs.LG cs.AI cs.MA 88%

A further exploration of deep Multi-Agent Reinforcement Learning with Hybrid Action Space

Hongzhi Hua, Guixuan Wen, Kaigui Wu

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

Comments arXiv admin note: substantial text overlap with arXiv:2206.05108

2208.03740 2022-08-29 cs.LG cs.AI 88%

Multi-agent reinforcement learning for intent-based service assurance in cellular networks

Satheesh K. Perepu, Jean P. Martins, Ricardo Souza S, Kaushik Dey

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

Comments Accepted at Globecom 2022 conference

2010.03161 2022-08-23 cs.LG cs.AI stat.ML 88%

Model-Free Non-Stationary RL: Near-Optimal Regret and Applications in Multi-Agent RL and Inventory Control

Weichao Mao, Kaiqing Zhang, Ruihao Zhu, David Simchi-Levi, Tamer Başar

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

Comments A preliminary version of this work has appeared in ICML 2021

2208.02424 2022-08-05 cs.LG cs.AI cs.MA 88%

Transferable Multi-Agent Reinforcement Learning with Dynamic Participating Agents

Xuting Tang, Jia Xu, Shusen Wang

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

Comments 10 pages, 7 figures

2109.15266 2022-07-26 cs.RO cs.AI cs.LG cs.MA 88%

Modeling Interactions of Autonomous Vehicles and Pedestrians with Deep Multi-Agent Reinforcement Learning for Collision Avoidance

Raphael Trumpp, Harald Bayerlein, David Gesbert

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

Comments IEEE Intelligent Vehicles Symposium 2022

2207.11172 2022-07-25 cs.AI cs.LG 88%

Decentralized scheduling through an adaptive, trading-based multi-agent system

Michael Kölle, Lennart Rietdorf, Kyrill Schmid

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

Comments Accepted at ABMHuB 2022 workshop

2207.09708 2022-07-21 cs.MA cs.AI cs.SE 88%

RV4JaCa -- Runtime Verification for Multi-Agent Systems

Debora C. Engelmann, Angelo Ferrando, Alison R. Panisson, Davide Ancona, Rafael H. Bordini, Viviana Mascardi

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

Comments In Proceedings AREA 2022, arXiv:2207.09058

Journal ref EPTCS 362, 2022, pp. 23-36

2207.05683 2022-07-13 cs.MA cs.AI cs.LG 88%

Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL

Siyi Hu, Chuanlong Xie, Xiaodan Liang, Xiaojun Chang

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

2203.04310 2022-07-06 cs.LG cs.AI cs.MA 88%

Multi-Agent Broad Reinforcement Learning for Intelligent Traffic Light Control

Ruijie Zhu, Lulu Li, Shuning Wu, Pei Lv, Yafai Li, Mingliang Xu

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

2103.12710 2022-06-28 cs.RO cs.AI cs.CV cs.LG cs.MA 88%

Spatial Intention Maps for Multi-Agent Mobile Manipulation

Jimmy Wu, Xingyuan Sun, Andy Zeng, Shuran Song, Szymon Rusinkiewicz, Thomas Funkhouser

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

Comments To appear at IEEE International Conference on Robotics and Automation (ICRA), 2021. Project page: https://spatial-intention-maps.cs.princeton.edu/

2206.12146 2022-06-27 cs.AI cs.LG cs.NI 88%

Multi-Agent Deep Reinforcement Learning for Cost- and Delay-Sensitive Virtual Network Function Placement and Routing

Shaoyang Wang, Chau Yuen, Wei Ni, Guan Yong Liang, Tiejun Lv

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

Comments 17 pages, 15 figures, Accepted by IEEE Transactions on Communications

2206.11054 2022-06-23 cs.LG cs.AI 88%

S2RL: Do We Really Need to Perceive All States in Deep Multi-Agent Reinforcement Learning?

Shuang Luo, Yinchuan Li, Jiahui Li, Kun Kuang, Furui Liu, Yunfeng Shao, Chao Wu

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 14922 篇

Revealing Robust Oil and Gas Company Macro-Strategies using Deep Multi-Agent Reinforcement Learning

ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward

The Surprising Effectiveness of PPO in Cooperative, Multi-Agent Games

3DPG: Distributed Deep Deterministic Policy Gradient Algorithms for Networked Multi-Agent Systems

Curiosity-Driven Multi-Agent Exploration with Mixed Objectives

Entity Divider with Language Grounding in Multi-Agent Reinforcement Learning

RPM: Generalizable Behaviors for Multi-Agent Reinforcement Learning

Provably Efficient Offline Multi-agent Reinforcement Learning via Strategy-wise Bonus

Multi-agent Dynamic Algorithm Configuration

Near-Optimal Multi-Agent Learning for Safe Coverage Control

Asynchronous Actor-Critic for Multi-Agent Reinforcement Learning

Efficient Calibration of Multi-Agent Simulation Models from Output Series with Bayesian Optimization

Sample-Efficient Multi-Agent Reinforcement Learning with Demonstrations for Flocking Control

An ensemble Multi-Agent System for non-linear classification

Learning Practical Communication Strategies in Cooperative Multi-Agent Reinforcement Learning

Applications of Multi-Agent Reinforcement Learning in Future Internet: A Comprehensive Survey

A Survey on Large-Population Systems and Scalable Multi-Agent Reinforcement Learning

Remember and Forget Experience Replay for Multi-Agent Reinforcement Learning

A further exploration of deep Multi-Agent Reinforcement Learning with Hybrid Action Space

Multi-agent reinforcement learning for intent-based service assurance in cellular networks

Model-Free Non-Stationary RL: Near-Optimal Regret and Applications in Multi-Agent RL and Inventory Control

Transferable Multi-Agent Reinforcement Learning with Dynamic Participating Agents

Modeling Interactions of Autonomous Vehicles and Pedestrians with Deep Multi-Agent Reinforcement Learning for Collision Avoidance

Decentralized scheduling through an adaptive, trading-based multi-agent system

RV4JaCa -- Runtime Verification for Multi-Agent Systems

Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL

Multi-Agent Broad Reinforcement Learning for Intelligent Traffic Light Control

Spatial Intention Maps for Multi-Agent Mobile Manipulation

Multi-Agent Deep Reinforcement Learning for Cost- and Delay-Sensitive Virtual Network Function Placement and Routing

S2RL: Do We Really Need to Perceive All States in Deep Multi-Agent Reinforcement Learning?