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IDQL: Implicit Q-Learning as an Actor-Critic Method with Diffusion Policies


Apr 20, 2023
Philippe Hansen-Estruch, Ilya Kostrikov, Michael Janner, Jakub Grudzien Kuba, Sergey Levine

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* 11 Pages, 6 Figures, 3 Tables 

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Heterogeneous-Agent Reinforcement Learning


Apr 19, 2023
Yifan Zhong, Jakub Grudzien Kuba, Siyi Hu, Jiaming Ji, Yaodong Yang

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* arXiv admin note: text overlap with arXiv:2208.01682 

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Discovered Policy Optimisation


Oct 13, 2022
Chris Lu, Jakub Grudzien Kuba, Alistair Letcher, Luke Metz, Christian Schroeder de Witt, Jakob Foerster

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* NeurIPS 2022 

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Heterogeneous-Agent Mirror Learning: A Continuum of Solutions to Cooperative MARL


Aug 02, 2022
Jakub Grudzien Kuba, Xidong Feng, Shiyao Ding, Hao Dong, Jun Wang, Yaodong Yang

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Multi-Agent Reinforcement Learning is a Sequence Modeling Problem


May 30, 2022
Muning Wen, Jakub Grudzien Kuba, Runji Lin, Weinan Zhang, Ying Wen, Jun Wang, Yaodong Yang

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Understanding Value Decomposition Algorithms in Deep Cooperative Multi-Agent Reinforcement Learning


Feb 16, 2022
Zehao Dou, Jakub Grudzien Kuba, Yaodong Yang

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* 37 pages 

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Mirror Learning: A Unifying Framework of Policy Optimisation


Feb 02, 2022
Jakub Grudzien Kuba, Christian Schroeder de Witt, Jakob Foerster

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