AI Agent

Global Convergence of Localized Policy Iteration in Networked Multi-Agent Reinforcement Learning

Yizhou Zhang, Guannan Qu, Pan Xu, Yiheng Lin, Zaiwei Chen, Adam Wierman

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

Multi-Agent Reinforcement Learning for Microprocessor Design Space Exploration

Srivatsan Krishnan, Natasha Jaques, Shayegan Omidshafiei, Dan Zhang, Izzeddin Gur, Vijay Janapa Reddi, Aleksandra Faust

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

Comments Workshop on ML for Systems at NeurIPS 2022

Dynamic Collaborative Multi-Agent Reinforcement Learning Communication for Autonomous Drone Reforestation

Philipp Dominic Siedler

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

Comments Deep Reinforcement Learning Workshop at the 36th Conference on Neural Information Processing Systems (NeurIPS 2022)

Quantum Multi-Agent Meta Reinforcement Learning

Won Joon Yun, Jihong Park, Joongheon Kim

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

Comments (To be) presented at AAAI 2023

Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning

Junjie Sheng, Lu Wang, Fangkai Yang, Bo Qiao, Hang Dong, Xiangfeng Wang, Bo Jin, Jun Wang, Si Qin, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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