v1v2v3 (latest)

Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts

International Joint Conference on Artificial Intelligence (IJCAI), 2021

7 May 2021

Papers citing "Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts"

22 / 22 papers shown

Title
Combining Bayesian Inference and Reinforcement Learning for Agent Decision Making: A Review Chengmin Zhou Ville Kyrki Pasi Fränti Laura Ruotsalainen BDL AI4CE 388 0 0 12 May 2025
PMAT: Optimizing Action Generation Order in Multi-Agent Reinforcement LearningAdaptive Agents and Multi-Agent Systems (AAMAS), 2025 Kun Hu Muning Wen Xinyu Wang Shanghang Zhang Yiwei Shi Minne Li Minglong Li Ying Wen 165 2 0 23 Feb 2025
On Diffusion Models for Multi-Agent Partial Observability: Shared Attractors, Error Bounds, and Composite FlowAdaptive Agents and Multi-Agent Systems (AAMAS), 2024 Tonghan Wang Heng Dong Yanchen Jiang David C. Parkes Milind Tambe DiffM 317 3 0 17 Oct 2024
Autonomous Goal Detection and Cessation in Reinforcement Learning: A Case Study on Source Term EstimationAAAI Conference on Artificial Intelligence (AAAI), 2024 Yiwei Shi Muning Wen Tao Gui Weinan Zhang Cunjia Liu Weiru Liu 202 5 0 14 Sep 2024
Mutual Theory of Mind in Human-AI Collaboration: An Empirical Study with LLM-driven AI Agents in a Real-time Shared Workspace Task Shao Zhang Xihuai Wang Wenhao Zhang Yongshan Chen Landi Gao Dakuo Wang Weinan Zhang Xinbing Wang Ying Wen LLMAG 227 22 0 13 Sep 2024
Beyond Local Views: Global State Inference with Diffusion Models for Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu Hangyu Mao Nianmin Zhang Xin Xin Sudipta Singha Roy ... Bin Zhang Guoliang Fan Zhumin Chen Changwei Wang Jiangjin Yin DiffM 204 3 0 18 Aug 2024
Trust the Model Where It Trusts Itself -- Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption Bernd Frauenknecht Artur Eisele Devdutt Subhasish Friedrich Solowjow Sebastian Trimpe 335 5 0 29 May 2024
Scalable Interactive Machine Learning for Future Command and Control Anna Madison Ellen R. Novoseller Vinicius G. Goecks Benjamin T. Files Nicholas R. Waytowich Alfred Yu Vernon J. Lawhern Steven Thurman Christopher Kelshaw Kaleb McDowell 233 6 0 09 Feb 2024
ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot CoordinationNeural Information Processing Systems (NeurIPS), 2023 Xihuai Wang Shao Zhang Wenhao Zhang Wentao Dong Jingxiao Chen Ying Wen Weinan Zhang 245 18 0 08 Oct 2023
VDFD: Multi-Agent Value Decomposition Framework with Disentangled World Model Zhizun Wang David Meger DRL 254 4 0 08 Sep 2023
CAMMARL: Conformal Action Modeling in Multi Agent Reinforcement Learning Nikunj Gupta Somjit Nath Samira Ebrahimi Kahou 159 2 0 19 Jun 2023
A Model-Based Solution to the Offline Multi-Agent Reinforcement Learning Coordination ProblemAdaptive Agents and Multi-Agent Systems (AAMAS), 2023 Paul Barde Jakob N. Foerster Derek Nowrouzezahrai Amy Zhang OffRL 203 16 0 26 May 2023
Models as Agents: Optimizing Multi-Step Predictions of Interactive Local Models in Model-Based Multi-Agent Reinforcement LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 Zifan Wu Chao Yu Chong Chen Jianye Hao H. Zhuo 128 14 0 31 Mar 2023
Model-Based Decentralized Policy Optimization Hao Luo Jiechuan Jiang Zongqing Lu 241 1 0 16 Feb 2023
Multi-Agent Reinforcement Learning with Shared Resources for Inventory Management Yuandong Ding Ming Feng Guozi Liu Wei Jiang Wei Shen Li Zhao Lei Song Houqiang Li Yan Jin Jiang Bian 188 18 0 15 Dec 2022
Scalable Model-based Policy Optimization for Decentralized Networked SystemsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022 Yali Du Chengdong Ma Yuchen Liu Runji Lin Hao Dong Jun Wang Yaodong Yang 218 12 0 13 Jul 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 302 16 0 08 Jul 2022
A Survey on Model-based Reinforcement LearningScience China Information Sciences (Sci. China Inf. Sci.), 2022 Fan Luo Tian Xu Hang Lai Xiong-Hui Chen Weinan Zhang Yang Yu OffRL LRM 280 147 0 19 Jun 2022
Mingling Foresight with Imagination: Model-Based Cooperative Multi-Agent Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2022 Zhiwei Xu Dapeng Li Bin Zhang Yuan Zhan Yunru Bai Guoliang Fan OffRL 228 10 0 20 Apr 2022
Model-based Multi-agent Reinforcement Learning: Recent Progress and Prospects Xihuai Wang Zhicheng Zhang Weinan Zhang 238 34 0 20 Mar 2022
Robustness and sample complexity of model-based MARL for general-sum Markov games Jayakumar Subramanian Amit Sinha Aditya Mahajan 198 10 0 05 Oct 2021
Model-Based Opponent Modeling Xiaopeng Yu Jiechuan Jiang Wanpeng Zhang Haobin Jiang Zongqing Lu OffRL 238 38 0 04 Aug 2021