QPLEX: Duplex Dueling Multi-Agent Q-Learning

3 August 2020

Papers citing "QPLEX: Duplex Dueling Multi-Agent Q-Learning"

50 / 207 papers shown

Title
Q-function Decomposition with Intervention Semantics with Factored Action Spaces Junkyu Lee Tian Gao Elliot Nelson Miao Liu D. Bhattacharjya Songtao Lu OffRL 45 0 0 30 Apr 2025
Solving Multi-Agent Safe Optimal Control with Distributed Epigraph Form MARL Songyuan Zhang Oswin So Mitchell Black Zachary Serlin Chuchu Fan 28 0 0 21 Apr 2025
QLLM: Do We Really Need a Mixing Network for Credit Assignment in Multi-Agent Reinforcement Learning? Zhouyang Jiang Bin Zhang Airong Wei Zhiwei Xu OffRL 32 0 0 17 Apr 2025
SDHN: Skewness-Driven Hypergraph Networks for Enhanced Localized Multi-Robot Coordination Delin Zhao Yanbo Shan Chang Liu Shenghang Lin Yingxin Shou Bin Xu 23 0 0 09 Apr 2025
Learning Generalizable Skills from Offline Multi-Task Data for Multi-Agent Cooperation Sicong Liu Yang Shu Chenjuan Guo Bin Yang OffRL 58 3 0 27 Mar 2025
SPECTra: Scalable Multi-Agent Reinforcement Learning with Permutation-Free Networks Hyunwoo Park Baekryun Seong Sang-Ki Ko GNN 60 0 0 14 Mar 2025
Boosting Offline Optimizers with Surrogate Sensitivity Manh Cuong Dao Phi Le Nguyen Thao Nguyen Truong Trong Nghia Hoang OffRL 57 0 0 06 Mar 2025
RAILGUN: A Unified Convolutional Policy for Multi-Agent Path Finding Across Different Environments and Tasks Yimin Tang Xiao Xiong Jingyi Xi Jiaoyang Li Erdem Bıyık Sven Koenig 44 0 0 04 Mar 2025
SrSv: Integrating Sequential Rollouts with Sequential Value Estimation for Multi-agent Reinforcement Learning Xu Wan Chao Yang Cheng Yang Jie Song Mingyang Sun 61 0 0 03 Mar 2025
Deep Meta Coordination Graphs for Multi-agent Reinforcement Learning Nikunj Gupta James Zachary Hare R. Kannan Viktor Prasanna GNN 76 0 0 06 Feb 2025
Tackling Uncertainties in Multi-Agent Reinforcement Learning through Integration of Agent Termination Dynamics S. Hazra P. Dasgupta Soumyajit Dey 34 0 0 21 Jan 2025
CORD: Generalizable Cooperation via Role Diversity Kanefumi Matsuyama Kefan Su Jiangxing Wang Deheng Ye Zongqing Lu 40 0 0 04 Jan 2025
SMAC-Hard: Enabling Mixed Opponent Strategy Script and Self-play on SMAC Yue Deng Yan Yu Weiyu Ma Zirui Wang Wenhui Zhu Jian Zhao Yin Zhang AAML 35 1 0 23 Dec 2024
SoK: Decentralized AI (DeAI) Zhipeng Wang Rui Sun Elizabeth Lui Vatsal Shah Xihan Xiong Jiahao Sun Davide Crapis William Knottenbelt 96 1 0 26 Nov 2024
Solving Continual Offline RL through Selective Weights Activation on Aligned Spaces Jifeng Hu Sili Huang Li Shen Zhejian Yang Shengchao Hu Shisong Tang H. Chen Yi-Ju Chang Dacheng Tao Lichao Sun OffRL 36 0 0 21 Oct 2024
Grounded Answers for Multi-agent Decision-making Problem through Generative World Model Zeyang Liu Xinrui Yang Shiguang Sun Long Qian Lipeng Wan Xingyu Chen Xuguang Lan 22 2 0 03 Oct 2024
Choices are More Important than Efforts: LLM Enables Efficient Multi-Agent Exploration Yun Qu Boyuan Wang Yuhang Jiang Jianzhun Shao Yixiu Mao Cheems Wang Chang Liu Xiangyang Ji 46 4 0 03 Oct 2024
ComaDICE: Offline Cooperative Multi-Agent Reinforcement Learning with Stationary Distribution Shift Regularization The Viet Bui Thanh Hong Nguyen Tien Mai OffRL 28 0 0 02 Oct 2024
An Introduction to Centralized Training for Decentralized Execution in Cooperative Multi-Agent Reinforcement Learning Christopher Amato OffRL 31 9 0 04 Sep 2024
On Stateful Value Factorization in Multi-Agent Reinforcement Learning Enrico Marchesini Andrea Baisero Rupali Bhati Christopher Amato OffRL 21 3 0 27 Aug 2024
Optimally Solving Simultaneous-Move Dec-POMDPs: The Sequential Central Planning Approach Johan Peralez Aurélien Delage Jacopo Castellini Rafael F. Cunha J. Dibangoye 27 0 0 23 Aug 2024
Beyond Local Views: Global State Inference with Diffusion Models for Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu Hangyu Mao Nianmin Zhang Xin Xin Pengjie Ren ... Bin Zhang Guoliang Fan Zhumin Chen Changwei Wang Jiangjin Yin DiffM 22 1 0 18 Aug 2024
Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent Systems Zhuohui Zhang Bin He Bin Cheng Gang Li 32 1 0 14 Aug 2024
Multi-Agent Continuous Control with Generative Flow Networks Shuang Luo Yinchuan Li Shunyu Liu Xu Zhang Yunfeng Shao Chao Wu AI4CE 27 2 0 13 Aug 2024
Asynchronous Credit Assignment Framework for Multi-Agent Reinforcement Learning Yongheng Liang Hejun Wu Haitao Wang Hao Cai 41 0 0 07 Aug 2024
B2MAPO: A Batch-by-Batch Multi-Agent Policy Optimization to Balance Performance and Efficiency Wenjing Zhang Wei Zhang Wenqing Hu Yifan Wang OffRL 21 0 0 21 Jul 2024
POGEMA: A Benchmark Platform for Cooperative Multi-Agent Pathfinding Alexey Skrynnik Anton Andreychuk Anatolii Borzilov Alexander Chernyavskiy Konstantin Yakovlev Aleksandr I. Panov 38 1 0 20 Jul 2024
Intrinsic Action Tendency Consistency for Cooperative Multi-Agent Reinforcement Learning Junkai Zhang Yifan Zhang Xi Sheryl Zhang Yifan Zang Jian Cheng 36 4 0 26 Jun 2024
CuDA2: An approach for Incorporating Traitor Agents into Cooperative Multi-Agent Systems Zhen Chen Yong Liao Youpeng Zhao Zipeng Dai Jian Zhao AAML 23 0 0 25 Jun 2024
Decentralized Transformers with Centralized Aggregation are Sample-Efficient Multi-Agent World Models Yang Zhang Chenjia Bai Bin Zhao Junchi Yan Xiu Li Xuelong Li OffRL 27 0 0 22 Jun 2024
Mini Honor of Kings: A Lightweight Environment for Multi-Agent Reinforcement Learning Lin Liu Jian Zhao Cheng Hu Zhengtao Cao Youpeng Zhao ... Wenjun Wang Zhaofeng He Houqiang Li Xia Lin Lanxiao Huang OffRL SyDa 34 0 0 06 Jun 2024
LAGMA: LAtent Goal-guided Multi-Agent Reinforcement Learning Hyungho Na IL-Chul Moon 41 1 0 30 May 2024
Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning Xinran Li Zifan Liu Shibo Chen Jun Zhang 29 2 0 28 May 2024
Knowing What Not to Do: Leverage Language Model Insights for Action Space Pruning in Multi-agent Reinforcement Learning Zhihao Liu Xianliang Yang Zichuan Liu Yifan Xia Wei Jiang Yuanyu Zhang Lijuan Li Guoliang Fan Lei Song Bian Jiang LLMAG 31 1 0 27 May 2024
Efficient Multi-agent Reinforcement Learning by Planning Qihan Liu Jianing Ye Xiaoteng Ma Jun Yang Bin Liang Chongjie Zhang 27 4 0 20 May 2024
Configurable Mirror Descent: Towards a Unification of Decision Making Pengdeng Li Shuxin Li Chang Yang Xinrun Wang Shuyue Hu Xiao Huang Hau Chan Bo An 36 1 0 20 May 2024
LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions Chuanneng Sun Songjun Huang D. Pompili LLMAG 39 27 0 17 May 2024
POWQMIX: Weighted Value Factorization with Potentially Optimal Joint Actions Recognition for Cooperative Multi-Agent Reinforcement Learning Chang Huang Junqiao Zhao Shatong Zhu Hongtu Zhou Chen Ye T. Feng Changjun Jiang 28 0 0 13 May 2024
Effective Reinforcement Learning Based on Structural Information Principles Xianghua Zeng Hao Peng Dingli Su Angsheng Li 40 0 0 15 Apr 2024
Higher Replay Ratio Empowers Sample-Efficient Multi-Agent Reinforcement Learning Linjie Xu Zichuan Liu Alexander Dockhorn Diego Perez-Liebana Jinyu Wang Lei Song Jiang Bian 38 2 0 15 Apr 2024
Prioritized League Reinforcement Learning for Large-Scale Heterogeneous Multiagent Systems Qing Fu Zhiqiang Pu Min Chen Tenghai Qiu Jianqiang Yi 32 0 0 26 Mar 2024
Self-Clustering Hierarchical Multi-Agent Reinforcement Learning with Extensible Cooperation Graph Qing Fu Tenghai Qiu Jianqiang Yi Zhiqiang Pu Xiaolin Ai 29 1 0 26 Mar 2024
MA4DIV: Multi-Agent Reinforcement Learning for Search Result Diversification Yiqun Chen Jiaxin Mao Yi Zhang Dehong Ma Long Xia Jun Fan Daiting Shi Zhicong Cheng Simiu Gu Dawei Yin 21 2 0 26 Mar 2024
MQE: Unleashing the Power of Interaction with Multi-agent Quadruped Environment Ziyan Xiong Bo Chen Shiyu Huang Weijuan Tu Zhaofeng He Yang Gao 32 4 0 24 Mar 2024
SMAUG: A Sliding Multidimensional Task Window-Based MARL Framework for Adaptive Real-Time Subtask Recognition Wenjing Zhang Wei Zhang 39 0 0 04 Mar 2024
Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning Hyungho Na Yunkyeong Seo IL-Chul Moon 24 7 0 02 Mar 2024
Solving Multi-Entity Robotic Problems Using Permutation Invariant Neural Networks Tianxu An Joonho Lee Marko Bjelonic Flavio De Vincenti Marco Hutter 34 2 0 28 Feb 2024
Imagine, Initialize, and Explore: An Effective Exploration Method in Multi-Agent Reinforcement Learning Zeyang Liu Lipeng Wan Xinrui Yang Zhuoran Chen Xingyu Chen Xuguang Lan 19 3 0 28 Feb 2024
Fully Independent Communication in Multi-Agent Reinforcement Learning Rafael Pina V. D. Silva Corentin Artaud Xiaolan Liu 27 4 0 26 Jan 2024
Backpropagation Through Agents Zhiyuan Li Wenshuai Zhao Lijun Wu J. Pajarinen 26 1 0 23 Jan 2024