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Online Markov Decision Processes with Non-oblivious Strategic Adversary


Oct 08, 2021
Le Cong Dinh, David Henry Mguni, Long Tran-Thanh, Jun Wang, Yaodong Yang


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On the Complexity of Computing Markov Perfect Equilibrium in General-Sum Stochastic Games


Sep 04, 2021
Xiaotie Deng, Yuhao Li, David Henry Mguni, Jun Wang, Yaodong Yang


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Settling the Variance of Multi-Agent Policy Gradients


Aug 20, 2021
Jakub Grudzien Kuba, Muning Wen, Yaodong Yang, Linghui Meng, Shangding Gu, Haifeng Zhang, David Henry Mguni, Jun Wang


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Online Double Oracle


Mar 16, 2021
Le Cong Dinh, Yaodong Yang, Zheng Tian, Nicolas Perez Nieves, Oliver Slumbers, David Henry Mguni, Haitham Bou Ammar, Jun Wang

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Modelling Behavioural Diversity for Learning in Open-Ended Games


Mar 14, 2021
Nicolas Perez Nieves, Yaodong Yang, Oliver Slumbers, David Henry Mguni, Jun Wang

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