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Ensemble Value Functions for Efficient Exploration in Multi-Agent Reinforcement Learning


Mar 02, 2023
Lukas Schäfer, Oliver Slumbers, Stephen McAleer, Yali Du, Stefano V. Albrecht, David Mguni

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* Preprint. Under review 

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Timing is Everything: Learning to Act Selectively with Costly Actions and Budgetary Constraints


Jun 06, 2022
David Mguni, Aivar Sootla, Juliusz Ziomek, Oliver Slumbers, Zipeng Dai, Kun Shao, Jun Wang

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* arXiv admin note: text overlap with arXiv:2112.02618, arXiv:2103.09159, arXiv:2205.15064 

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Learning Risk-Averse Equilibria in Multi-Agent Systems


May 30, 2022
Oliver Slumbers, David Henry Mguni, Stephen McAleer, Jun Wang, Yaodong Yang

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A Game-Theoretic Approach for Improving Generalization Ability of TSP Solvers


Oct 29, 2021
Chenguang Wang, Yaodong Yang, Oliver Slumbers, Congying Han, Tiande Guo, Haifeng Zhang, Jun Wang

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Discovering Multi-Agent Auto-Curricula in Two-Player Zero-Sum Games


Jun 04, 2021
Xidong Feng, Oliver Slumbers, Yaodong Yang, Ziyu Wan, Bo Liu, Stephen McAleer, Ying Wen, Jun Wang

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* corresponding to  

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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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* [email protected] 

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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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