Regularized Softmax Deep Multi-Agent $Q$-Learning

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Regularized Softmax Deep Multi-Agent $Q$ -Learning

Neural Information Processing Systems (NeurIPS), 2021

22 March 2021

Shimon Whiteson

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Papers citing "Regularized Softmax Deep Multi-Agent $Q$-Learning"

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Title
Large-scale automatic carbon ion treatment planning for head and neck cancers via parallel multi-agent reinforcement learning Jueye Zhang Chao Yang Youfang Lai Kai-Wen Li Wenting Yan ... Jingjing Zhou Gen Yang Chen Lin Tian Li Yibao Zhang OffRL 56 0 0 04 Nov 2025
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 274 9 0 03 Oct 2024
Value-Based Deep Multi-Agent Reinforcement Learning with Dynamic Sparse TrainingNeural Information Processing Systems (NeurIPS), 2024 Pihe Hu Shaolong Li Zhuoran Li L. Pan Longbo Huang 142 1 0 28 Sep 2024
Language-Conditioned Offline RL for Multi-Robot NavigationIEEE International Conference on Robotics and Automation (ICRA), 2024 Steven D. Morad Ajay Shankar J. Blumenkamp Amanda Prorok LM&Ro OffRL 195 10 0 29 Jul 2024
Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2023 Jianzhun Shao Yun Qu Chen Chen Hongchang Zhang Xiangyang Ji OffRL 158 36 0 22 Sep 2023
Formal Modelling for Multi-Robot Systems Under UncertaintyCurrent Robotics Reports (CRR), 2023 Charlie Street Masoumeh Mansouri Bruno Lacerda 176 4 0 26 May 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 179 60 0 21 Sep 2022
MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision TreesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Zichuan Liu Zichuan Liu Zhi Wang Yuanyang Zhu Chunlin Chen 468 13 0 15 Sep 2022
Interaction Pattern Disentangling for Multi-Agent Reinforcement LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Shunyu Liu Mingli Song Yihe Zhou Na Yu Kaixuan Chen Zunlei Feng Weilong Dai 258 16 0 08 Jul 2022
Off-Beat Multi-Agent Reinforcement LearningAdaptive Agents and Multi-Agent Systems (AAMAS), 2022 Wei Qiu Weixun Wang Rongpin Wang Bo An Yujing Hu S. Obraztsova Zinovi Rabinovich Jianye Hao Yingfeng Chen Changjie Fan OffRL 125 2 0 27 May 2022
Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning with Actor RectificationInternational Conference on Machine Learning (ICML), 2021 L. Pan Longbo Huang Tengyu Ma Huazhe Xu OffRL OnRL 303 69 0 22 Nov 2021
Divergence-Regularized Multi-Agent Actor-Critic Kefan Su Zongqing Lu 282 28 0 01 Oct 2021