David Henry Mguni

21 papers A* 7A 1Misc 1Journal 12

Year	Rank	Type	Title / Venue / Authors
2024	A	`conf`	A Summary of Online Markov Decision Processes with Non-oblivious Strategic Adversary. AAMAS Le Cong Dinh, David Henry Mguni, Long Tran-Thanh, Jun Wang, Yaodong Yang
2024	J	`jnl`	A survey on algorithms for Nash equilibria in finite normal-form games. Comput. Sci. Rev. Hanyu Li, Wenhan Huang, Zhijian Duan, David Henry Mguni, Kun Shao, Jun Wang, Xiaotie Deng
2023	A*	`conf`	A Game-Theoretic Framework for Managing Risk in Multi-Agent Systems. ICML Oliver Slumbers, David Henry Mguni, Stefano B. Blumberg, Stephen Marcus McAleer, Yaodong Yang, Jun Wang
2023	J	`jnl`	A survey on algorithms for Nash equilibria in finite normal-form games. CoRR Hanyu Li, Wenhan Huang, Zhijian Duan, David Henry Mguni, Kun Shao, Jun Wang, Xiaotie Deng
2023	J	`jnl`	Ask more, know better: Reinforce-Learned Prompt Questions for Decision Making with Large Language Models. CoRR Xue Yan, Yan Song, Xinyu Cui, Filippos Christianos, Haifeng Zhang, David Henry Mguni, Jun Wang
2023	A*	`conf`	MANSA: Learning Fast and Slow in Multi-Agent Systems. ICML David Henry Mguni, Haojun Chen, Taher Jafferjee, Jianhong Wang, Longfei Yue, Xidong Feng, Stephen Marcus McAleer, Feifei Tong, Jun Wang, Yaodong Yang
2023	J	`jnl`	Online Markov decision processes with non-oblivious strategic adversary. Auton. Agents Multi Agent Syst. Le Cong Dinh, David Henry Mguni, Long Tran-Thanh, Jun Wang, Yaodong Yang
2023	A*	`conf`	Timing is Everything: Learning to Act Selectively with Costly Actions and Budgetary Constraints. ICLR David Henry Mguni, Aivar Sootla, Juliusz Ziomek, Oliver Slumbers, Zipeng Dai, Kun Shao, Jun Wang
2022	A*	`conf`	LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning. ICLR David Henry Mguni, Taher Jafferjee, Jianhong Wang, Nicolas Perez Nieves, Oliver Slumbers, Feifei Tong, Yang Li, Jiangcheng Zhu, Yaodong Yang, Jun Wang
2022	J	`jnl`	Learning Risk-Averse Equilibria in Multi-Agent Systems. CoRR Oliver Slumbers, David Henry Mguni, Stephen McAleer, Jun Wang, Yaodong Yang
2022	J	`jnl`	Online Double Oracle. Trans. Mach. Learn. Res. Le Cong Dinh, Stephen Marcus McAleer, Zheng Tian, Nicolas Perez Nieves, Oliver Slumbers, David Henry Mguni, Jun Wang, Haitham Bou-Ammar, Yaodong Yang
2022	A*	`conf`	Saute RL: Almost Surely Safe Reinforcement Learning Using State Augmentation. ICML Aivar Sootla, Alexander I. Cowen-Rivers, Taher Jafferjee, Ziyan Wang, David Henry Mguni, Jun Wang, Haitham Ammar
2022	Misc	`conf`	Socially-Attentive Policy Optimization in Multi-Agent Self-Driving System. CoRL Zipeng Dai, Tianze Zhou, Kun Shao, David Henry Mguni, Bin Wang, Jianye Hao
2021	J	`jnl`	LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning. CoRR David Henry Mguni, Taher Jafferjee, Jianhong Wang, Nicolas Perez Nieves, Oliver Slumbers, Feifei Tong, Yang Li, Jiangcheng Zhu, Yaodong Yang, Jun Wang
2021	A*	`conf`	Learning in Nonzero-Sum Stochastic Games with Potentials. ICML David Henry Mguni, Yutong Wu, Yali Du, Yaodong Yang, Ziyi Wang, Minne Li, Ying Wen, Joel Jennings, Jun Wang
2021	A*	`conf`	Modelling Behavioural Diversity for Learning in Open-Ended Games. ICML Nicolas Perez Nieves, Yaodong Yang, Oliver Slumbers, David Henry Mguni, Ying Wen, Jun Wang
2021	J	`jnl`	Modelling Behavioural Diversity for Learning in Open-Ended Games. CoRR Nicolas Perez Nieves, Yaodong Yang, Oliver Slumbers, David Henry Mguni, Jun Wang
2021	J	`jnl`	On the Complexity of Computing Markov Perfect Equilibrium in General-Sum Stochastic Games. CoRR Xiaotie Deng, Yuhao Li, David Henry Mguni, Jun Wang, Yaodong Yang
2021	J	`jnl`	Online Double Oracle. CoRR Le Cong Dinh, Yaodong Yang, Zheng Tian, Nicolas Perez Nieves, Oliver Slumbers, David Henry Mguni, Haitham Bou-Ammar, Jun Wang
2021	J	`jnl`	Online Markov Decision Processes with Non-oblivious Strategic Adversary. CoRR Le Cong Dinh, David Henry Mguni, Long Tran-Thanh, Jun Wang, Yaodong Yang
2021	J	`jnl`	Settling the Variance of Multi-Agent Policy Gradients. CoRR Jakub Grudzien Kuba, Muning Wen, Yaodong Yang, Linghui Meng, Shangding Gu, Haifeng Zhang, David Henry Mguni, Jun Wang