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Towards Understanding Cooperative Multi-Agent Q-Learning with Value Factorization

Neural Information Processing Systems (NeurIPS), 2020

31 May 2020

Papers citing "Towards Understanding Cooperative Multi-Agent Q-Learning with Value Factorization"

23 / 23 papers shown

Title
DeepForgeSeal: Latent Space-Driven Semi-Fragile Watermarking for Deepfake Detection Using Multi-Agent Adversarial Reinforcement Learning Tharindu Fernando Clinton Fookes Sridha Sridharan AAML 164 0 0 07 Nov 2025
Structured Cooperative Multi-Agent Reinforcement Learning: a Bayesian Network Perspective Shahbaz P Qadri Syed He Bai 84 0 0 11 Oct 2025
Multi-agent Markov Entanglement Shuze Chen Tianyi Peng 156 0 0 03 Jun 2025
Fixing Incomplete Value Function Decomposition for Multi-Agent Reinforcement Learning Andrea Baisero Rupali Bhati Shuo Liu Aathira Pillai Christopher Amato 136 0 0 15 May 2025
Tackling Uncertainties in Multi-Agent Reinforcement Learning through Integration of Agent Termination DynamicsAdaptive Agents and Multi-Agent Systems (AAMAS), 2025 S. Hazra P. Dasgupta Soumyajit Dey 260 0 0 21 Jan 2025
On Stateful Value Factorization in Multi-Agent Reinforcement LearningAdaptive Agents and Multi-Agent Systems (AAMAS), 2024 Enrico Marchesini Andrea Baisero Rupali Bhati Christopher Amato OffRL 163 4 0 27 Aug 2024
Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent SystemsAAAI Conference on Artificial Intelligence (AAAI), 2024 Zhuohui Zhang Bin He Bin Cheng Gang Li 129 4 0 14 Aug 2024
CuDA2: An approach for Incorporating Traitor Agents into Cooperative Multi-Agent Systems Zhen Chen Yong Liao Youpeng Zhao Zipeng Dai Jian Zhao AAML 133 1 0 25 Jun 2024
DISCRET: Synthesizing Faithful Explanations For Treatment Effect Estimation Yinjun Wu Mayank Keoliya Kan Chen Neelay Velingker Ziyang Li E. Getzen Qi Long Mayur Naik Ravi B. Parikh Eric Wong 237 3 0 02 Jun 2024
A Review of Cooperation in Multi-agent Learning Yali Du Joel Z Leibo Usman Islam Richard Willis P. Sunehag 184 44 0 08 Dec 2023
A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement LearningJournal of machine learning research (JMLR), 2023 Wei-Fang Sun Cheng-Kuang Lee Simon See Chun-Yi Lee OffRL 180 2 0 04 Jun 2023
Semantically Aligned Task Decomposition in Multi-Agent Reinforcement Learning Wenhao Li Dan Qiao Baoxiang Wang Xiangfeng Wang Bo Jin H. Zha 156 10 0 18 May 2023
Robust multi-agent coordination via evolutionary generation of auxiliary adversarial attackersAAAI Conference on Artificial Intelligence (AAAI), 2023 Lei Yuan Zifei Zhang Ke Xue Hao Yin F. Chen Cong Guan Lihe Li Chao Qian Yang Yu AAML 214 27 0 10 May 2023
Communication-Robust Multi-Agent Learning by Adaptable Auxiliary Multi-Agent Adversary Generation Lei Yuan F. Chen Zhongzhan Zhang Yang Yu AAML 272 14 0 09 May 2023
Multi-agent Continual Coordination via Progressive Task ContextualizationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Lei Yuan Lihe Li Ziqian Zhang Fuxiang Zhang Cong Guan Yang Yu CLL 217 10 0 07 May 2023
Robust Multi-agent Communication via Multi-view Message Certification Lei Yuan T. Jiang Lihe Li F. Chen Zongzhang Zhang Yang Yu 163 3 0 07 May 2023
Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in HealthcareNeural Information Processing Systems (NeurIPS), 2023 Shengpu Tang Maggie Makar Michael Sjoding Finale Doshi-Velez Jenna Wiens OffRL 172 46 0 02 May 2023
Efficient Communication via Self-supervised Information Aggregation for Online and Offline Multi-agent Reinforcement LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Cong Guan F. Chen Lei Yuan Zongzhang Zhang Yang Yu OffRL 134 8 0 19 Feb 2023
Towards a Standardised Performance Evaluation Protocol for Cooperative MARLNeural Information Processing Systems (NeurIPS), 2022 R. Gorsane Omayma Mahjoub Ruan de Kock Roland Dubb Siddarth S. Singh Arnu Pretorius OffRL 175 60 0 21 Sep 2022
Rethinking Individual Global Max in Cooperative Multi-Agent Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2022 Yi-Te Hong Yaochu Jin Yang Tang 132 28 0 20 Sep 2022
Towards Global Optimality in Cooperative MARL with the Transformation And Distillation Framework Jianing Ye Chenghao Li Jianhao Wang Chongjie Zhang 172 5 0 12 Jul 2022
Understanding Value Decomposition Algorithms in Deep Cooperative Multi-Agent Reinforcement Learning Zehao Dou J. Kuba Yaodong Yang FAtt 124 7 0 10 Feb 2022
Learning Long-Term Reward Redistribution via Randomized Return DecompositionInternational Conference on Learning Representations (ICLR), 2021 Zhizhou Ren Ruihan Guo Yuanshuo Zhou Jian-wei Peng 293 42 0 26 Nov 2021