v1v2v3v4v5v6v7 (latest)

Multi Type Mean Field Reinforcement Learning

6 February 2020

Sriram Ganapathi Subramanian

Papers citing "Multi Type Mean Field Reinforcement Learning"

27 / 27 papers shown

Title
Embedded Mean Field Reinforcement Learning for Perimeter-defense Game Li Wang Xin Yu Xuxin Lv Gangzheng Ai Wenjun Wu AAML 69 0 0 20 May 2025
Bi-level Mean Field: Dynamic Grouping for Large-Scale MARL Yuxuan Zheng Yihe Zhou Feiyang Xu Mingli Song Shunyu Liu OffRL 95 0 0 10 May 2025
Reinforcement Learning for Finite Space Mean-Field Type Games Kai Shao Jiacheng Shen Chijie An Mathieu Laurière AI4CE 76 1 0 25 Sep 2024
Exploiting Approximate Symmetry for Efficient Multi-Agent Reinforcement Learning Batuhan Yardim Niao He AI4CE 81 5 0 27 Aug 2024
Networked Communication for Mean-Field Games with Function Approximation and Empirical Mean-Field Estimation Patrick Benjamin Alessandro Abate 145 1 0 21 Aug 2024
Algorithmic Contract Design with Reinforcement Learning Agents David Molina Concha Kyeonghyeon Park Hyun-Rok Lee Taesik Lee Chi-Guhn Lee 71 1 0 19 Aug 2024
MF-OML: Online Mean-Field Reinforcement Learning with Occupation Measures for Large Population Games Anran Hu Junzi Zhang 91 7 0 01 May 2024
Model-Based RL for Mean-Field Games is not Statistically Harder than Single-Agent RL Jiawei Huang Niao He Andreas Krause 114 7 0 08 Feb 2024
Reinforcement Learning for SBM Graphon Games with Re-Sampling Peihan Huo Oscar Peralta Junyu Guo Qiaomin Xie Andreea Minca 42 1 0 25 Oct 2023
Cooperative Multi-Type Multi-Agent Deep Reinforcement Learning for Resource Management in Space-Air-Ground Integrated Networks Hengxi Zhang Huaze Tang Wenbo Ding Xiao-Ping Zhang 13 1 0 08 Aug 2023
Networked Communication for Decentralised Agents in Mean-Field Games Patrick Benjamin Alessandro Abate FedML 173 2 0 05 Jun 2023
Multi-Agent Reinforcement Learning: Methods, Applications, Visionary Prospects, and Challenges Ziyuan Zhou Guanjun Liu Ying-Si Tang 120 15 0 17 May 2023
Major-Minor Mean Field Multi-Agent Reinforcement Learning Kai Cui Christian Fabian Anam Tahir Heinz Koeppl 79 2 0 19 Mar 2023
Population-size-Aware Policy Optimization for Mean-Field Games Pengdeng Li Xinrun Wang Shuxin Li Hau Chan Bo An 62 2 0 07 Feb 2023
Learning Individual Policies in Large Multi-agent Systems through Local Variance Minimization Tanvi Verma Pradeep Varakantham 54 0 0 27 Dec 2022
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 AI4CE 168 15 0 08 Sep 2022
Sampling Through the Lens of Sequential Decision Making J. Dou Alvin Pan Runxue Bao Haiyi Mao Lei Luo Zhi-Hong Mao 96 19 0 17 Aug 2022
Individual-Level Inverse Reinforcement Learning for Mean Field Games Yang Chen Libo Zhang Jiamou Liu Shuyue Hu AI4CE 80 9 0 13 Feb 2022
Decentralized Mean Field Games Sriram Ganapathi Subramanian Matthew E. Taylor Mark Crowley Pascal Poupart OOD OffRL 116 15 0 16 Dec 2021
Scalable regret for learning to control network-coupled subsystems with unknown dynamics Sagar Sudhakara Aditya Mahajan A. Nayyar Yi Ouyang 66 3 0 18 Aug 2021
Adversarial Inverse Reinforcement Learning for Mean Field Games Yang Chen Libo Zhang Jiamou Liu Michael Witbrock AI4CE 109 6 0 29 Apr 2021
Modeling the Interaction between Agents in Cooperative Multi-Agent Reinforcement Learning Xiaoteng Ma Yiqin Yang Chenghao Li Yiwen Lu Qianchuan Zhao Yang Jun 93 14 0 10 Feb 2021
Improved Cooperation by Exploiting a Common Signal Panayiotis Danassis Zeki Doruk Erden Boi Faltings 83 3 0 03 Feb 2021
Partially Observable Mean Field Reinforcement Learning Sriram Ganapathi Subramanian Matthew E. Taylor Mark Crowley Pascal Poupart OOD 106 27 0 31 Dec 2020
Thompson sampling for linear quadratic mean-field teams Mukul Gagrani Sagar Sudhakara Aditya Mahajan A. Nayyar Ouyang Yi 53 4 0 09 Nov 2020
PettingZoo: Gym for Multi-Agent Reinforcement Learning J. K. Terry Benjamin Black Nathaniel Grammel Mario Jayakumar Ananth Hari ... Caroline Horsch Clemens Dieffendahl Niall L. Williams Yashas Lokesh Praveen Ravi OffRL 149 288 0 30 Sep 2020
A General Framework for Learning Mean-Field Games Xin Guo Anran Hu Renyuan Xu Junzi Zhang OffRL AI4CE 137 51 0 13 Mar 2020