Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms

24 November 2019

Papers citing "Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms"

50 / 169 papers shown

Title
Artificial Collective Intelligence Engineering: a Survey of Concepts and Perspectives Roberto Casadei AI4CE 18 15 0 11 Apr 2023
The challenge of redundancy on multi-agent value factorisation Siddarth S. Singh Benjamin Rosman 36 1 0 28 Mar 2023
Boundary-aware Supervoxel-level Iteratively Refined Interactive 3D Image Segmentation with Multi-agent Reinforcement Learning Chaofan Ma Qisen Xu Xiangfeng Wang Bo Jin Xiaoyun Zhang Yanfeng Wang Ya-Qin Zhang 32 22 0 19 Mar 2023
A New Policy Iteration Algorithm For Reinforcement Learning in Zero-Sum Markov Games Anna Winnicki R. Srikant 34 1 0 17 Mar 2023
Decentralized Multi-Agent Reinforcement Learning for Continuous-Space Stochastic Games Awni Altabaa Bora Yongacoglu S. Yüksel 28 3 0 16 Mar 2023
Mastering Strategy Card Game (Legends of Code and Magic) via End-to-End Policy and Optimistic Smooth Fictitious Play Wei Xi Yongxin Zhang Changnan Xiao Xuefeng Huang Shihong Deng Haowei Liang Jie Chen Peng Sun OffRL 42 8 0 07 Mar 2023
Distributed Learning Meets 6G: A Communication and Computing Perspective Shashank Jere Yifei Song Yuhao Yi Lingjia Liu 23 10 0 02 Mar 2023
Graph Attention Multi-Agent Fleet Autonomy for Advanced Air Mobility Malintha Fernando Ransalu Senanayake Heeyoul Choi Martin Swany 37 4 0 14 Feb 2023
A Theory of Mind Approach as Test-Time Mitigation Against Emergent Adversarial Communication Nancirose Piazza Vahid Behzadan AAML 27 7 0 14 Feb 2023
Universal Agent Mixtures and the Geometry of Intelligence S. Alexander David Quarel Len Du Marcus Hutter 18 1 0 13 Feb 2023
Graph Learning Based Decision Support for Multi-Aircraft Take-Off and Landing at Urban Air Mobility Vertiports Prajit K. Kumar Jhoel Witter Steve Paul Karthik Dantu Souma Chowdhury 14 3 0 12 Feb 2023
Efficient Planning in Combinatorial Action Spaces with Applications to Cooperative Multi-Agent Reinforcement Learning Volodymyr Tkachuk Seyed Alireza Bakhtiari Johannes Kirschner Matej Jusup Ilija Bogunovic Csaba Szepesvári 24 4 0 08 Feb 2023
Generalization of Deep Reinforcement Learning for Jammer-Resilient Frequency and Power Allocation Swatantra Kafle Jithin Jagannath Zackary Kane Noor Biswas P. Kumar Anu Jagannath 23 1 0 04 Feb 2023
Deep Reinforcement Learning for Traffic Light Control in Intelligent Transportation Systems Xiao-Yang Liu Ming Zhu S. Borst A. Elwalid 38 8 0 04 Feb 2023
A Reduction-based Framework for Sequential Decision Making with Delayed Feedback Yunchang Yang Hangshi Zhong Tianhao Wu B. Liu Liwei Wang S. Du OffRL 27 8 0 03 Feb 2023
Best Possible Q-Learning Jiechuan Jiang Zongqing Lu OffRL 20 5 0 02 Feb 2023
A Deep Reinforcement Learning Framework for Optimizing Congestion Control in Data Centers Shiva Ketabi Hongkai Chen Haiwei Dong Y. Ganjali 16 0 0 29 Jan 2023
Online Learning in Stackelberg Games with an Omniscient Follower Geng Zhao Banghua Zhu Jiantao Jiao Michael I. Jordan 35 14 0 27 Jan 2023
Effect of Swarm Density on Collective Tracking Performance H. L. Kwa J. Philippot Roland Bouffanais 14 9 0 25 Jan 2023
Heterogeneous Multi-Robot Reinforcement Learning Matteo Bettini Ajay Shankar Amanda Prorok 22 40 0 17 Jan 2023
Approximate Information States for Worst-Case Control and Learning in Uncertain Systems Aditya Dave N. Venkatesh Andreas A. Malikopoulos 29 7 0 12 Jan 2023
Asynchronous Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-Robot Cooperative Exploration Chao Yu Xinyi Yang Jiaxuan Gao Jiayu Chen Yunfei Li ... Yunfei Xiang Rui Huang Huazhong Yang Yi Wu Yu Wang 33 35 0 09 Jan 2023
Asynchronous Hybrid Reinforcement Learning for Latency and Reliability Optimization in the Metaverse over Wireless Communications Wen-li Yu Terence Jie Chua Jun Zhao OffRL 16 20 0 30 Dec 2022
Enhancing Cyber Resilience of Networked Microgrids using Vertical Federated Reinforcement Learning Sayak Mukherjee Ramij-Raja Hossain Yuan Liu W. Du Veronica Adetola Sheik M. Mohiuddin Qiuhua Huang Tianzhixi Yin Ankit Singhal 23 4 0 17 Dec 2022
Multi-Agent Dynamic Pricing in a Blockchain Protocol Using Gaussian Bandits Alexis Asseman Tomasz Kornuta Aniruth Patel Matt Deible Sam Green 11 0 0 13 Dec 2022
DACOM: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning Tingting Yuan Hwei-Ming Chung Jie Yuan Xiaoming Fu 24 13 0 03 Dec 2022
A Hierarchical Approach for Strategic Motion Planning in Autonomous Racing Rudolf Reiter Jasper Hoffmann Joschka Boedecker Moritz Diehl 24 13 0 03 Dec 2022
Global Convergence of Localized Policy Iteration in Networked Multi-Agent Reinforcement Learning Yizhou Zhang Guannan Qu Pan Xu Yiheng Lin Zaiwei Chen Adam Wierman 34 25 0 30 Nov 2022
A survey on multi-player bandits Etienne Boursier Vianney Perchet 24 12 0 29 Nov 2022
CLAS: Coordinating Multi-Robot Manipulation with Central Latent Action Spaces Elie Aljalbout Maximilian Karl Patrick van der Smagt 23 5 0 28 Nov 2022
A Reinforcement Learning Approach for Process Parameter Optimization in Additive Manufacturing Susheel Dharmadhikari Nandana Menon A. Basak OffRL AI4CE 16 27 0 17 Nov 2022
Parallel Automatic History Matching Algorithm Using Reinforcement Learning Omar S. Alolayan Abdullah O. Alomar John R. Williams 23 6 0 14 Nov 2022
Decentralized Policy Optimization Kefan Su Zongqing Lu 11 8 0 06 Nov 2022
A Survey on Reinforcement Learning in Aviation Applications Pouria Razzaghi Amin Tabrizian Wei Guo Shulu Chen Abenezer Taye Ellis E. Thompson Alexis Bregeon Ali Baheri Peng Wei OffRL 23 52 0 03 Nov 2022
SOCIALMAPF: Optimal and Efficient Multi-Agent Path Finding with Strategic Agents for Social Navigation Rohan Chandra Rahul Maligi Arya Anantula Joydeep Biswas 31 20 0 15 Oct 2022
Multi-agent Dynamic Algorithm Configuration Ke Xue Jiacheng Xu Lei Yuan M. Li Chao Qian Zongzhang Zhang Yang Yu 37 29 0 13 Oct 2022
Spatial-Temporal-Aware Safe Multi-Agent Reinforcement Learning of Connected Autonomous Vehicles in Challenging Scenarios Zhili Zhang Songyang Han Jiangwei Wang Fei Miao 35 19 0 05 Oct 2022
A Self-Play Posterior Sampling Algorithm for Zero-Sum Markov Games Wei Xiong Han Zhong Chengshuai Shi Cong Shen Tong Zhang 66 18 0 04 Oct 2022
$$O(T^{-1})$ Convergence of Optimistic-Follow-the-Regularized-Leader in Two-Player Zero-Sum Markov Games$ $O(T^{-1})$ Convergence of Optimistic-Follow-the-Regularized-Leader in Two-Player Zero-Sum Markov Games Yuepeng Yang Cong Ma 37 14 0 26 Sep 2022
MA2QL: A Minimalist Approach to Fully Decentralized Multi-Agent Reinforcement Learning Kefan Su Siyuan Zhou Jiechuan Jiang Chuang Gan Xiangjun Wang Zongqing Lu OffRL 33 6 0 17 Sep 2022
Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and Learning Mean-Field Control Kai Cui Mengguang Li Christian Fabian Heinz Koeppl AI4CE 37 5 0 15 Sep 2022
A New Approach to Training Multiple Cooperative Agents for Autonomous Driving Ruiyang Yang Siheng Li Beihong Jin 21 0 0 05 Sep 2022
Minimax-Optimal Multi-Agent RL in Markov Games With a Generative Model Gen Li Yuejie Chi Yuting Wei Yuxin Chen 32 18 0 22 Aug 2022
Efficiently Computing Nash Equilibria in Adversarial Team Markov Games Fivos Kalogiannis Ioannis Anagnostides Ioannis Panageas Emmanouil-Vasileios Vlatakis-Gkaragkounis Vaggos Chatziafratis S. Stavroulakis 33 13 0 03 Aug 2022
Regret Minimization and Convergence to Equilibria in General-sum Markov Games Liad Erez Tal Lancewicki Uri Sherman Tomer Koren Yishay Mansour 40 25 0 28 Jul 2022
Cooperative Actor-Critic via TD Error Aggregation Martin Figura Yixuan Lin Ji Liu V. Gupta 23 1 0 25 Jul 2022
Provably Efficient Fictitious Play Policy Optimization for Zero-Sum Markov Games with Structured Transitions Shuang Qiu Xiaohan Wei Jieping Ye Zhaoran Wang Zhuoran Yang OffRL 27 11 0 25 Jul 2022
Scalable Model-based Policy Optimization for Decentralized Networked Systems Yali Du Chengdong Ma Yuchen Liu Runji Lin Hao Dong Jun Wang Yaodong Yang 31 8 0 13 Jul 2022
Learning-based Autonomous Channel Access in the Presence of Hidden Terminals Yulin Shao Yucheng Cai Taotao Wang Ziyang Guo Peng Liu Jiajun Luo Deniz Gunduz 23 7 0 07 Jul 2022
Hierarchical Dynamic Routing in Complex Networks via Topologically-decoupled and Cooperative Reinforcement Learning Agents Shiyuan Hu Shihan Xiao 17 1 0 02 Jul 2022