David Henry Mguni

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 21

Top Topics

Markov Decision Process

Stochastic Games

Top Venues

Auton. Agents Multi Agent Syst.

Publications

Le Cong Dinh, David Henry Mguni, Long Tran-Thanh, Jun Wang, Yaodong Yang
A Summary of Online Markov Decision Processes with Non-oblivious Strategic Adversary. AAMAS (2024)
Hanyu Li, Wenhan Huang, Zhijian Duan, David Henry Mguni, Kun Shao, Jun Wang, Xiaotie Deng
A survey on algorithms for Nash equilibria in finite normal-form games. Comput. Sci. Rev. 51 (2024)
David Henry Mguni, Haojun Chen, Taher Jafferjee, Jianhong Wang, Longfei Yue, Xidong Feng, Stephen Marcus McAleer, Feifei Tong, Jun Wang, Yaodong Yang
MANSA: Learning Fast and Slow in Multi-Agent Systems. ICML (2023)
Xue Yan, Yan Song, Xinyu Cui, Filippos Christianos, Haifeng Zhang, David Henry Mguni, Jun Wang
Ask more, know better: Reinforce-Learned Prompt Questions for Decision Making with Large Language Models. CoRR (2023)
Oliver Slumbers, David Henry Mguni, Stefano B. Blumberg, Stephen Marcus McAleer, Yaodong Yang, Jun Wang
A Game-Theoretic Framework for Managing Risk in Multi-Agent Systems. ICML (2023)
David Henry Mguni, Aivar Sootla, Juliusz Ziomek, Oliver Slumbers, Zipeng Dai, Kun Shao, Jun Wang
Timing is Everything: Learning to Act Selectively with Costly Actions and Budgetary Constraints. ICLR (2023)
Le Cong Dinh, David Henry Mguni, Long Tran-Thanh, Jun Wang, Yaodong Yang
Online Markov decision processes with non-oblivious strategic adversary. Auton. Agents Multi Agent Syst. 37 (1) (2023)
Hanyu Li, Wenhan Huang, Zhijian Duan, David Henry Mguni, Kun Shao, Jun Wang, Xiaotie Deng
A survey on algorithms for Nash equilibria in finite normal-form games. CoRR (2023)
Oliver Slumbers, David Henry Mguni, Stephen McAleer, Jun Wang, Yaodong Yang
Learning Risk-Averse Equilibria in Multi-Agent Systems. CoRR (2022)
Le Cong Dinh, Stephen Marcus McAleer, Zheng Tian, Nicolas Perez Nieves, Oliver Slumbers, David Henry Mguni, Jun Wang, Haitham Bou-Ammar, Yaodong Yang
Online Double Oracle. Trans. Mach. Learn. Res. 2022 (2022)
David Henry Mguni, Taher Jafferjee, Jianhong Wang, Nicolas Perez Nieves, Oliver Slumbers, Feifei Tong, Yang Li, Jiangcheng Zhu, Yaodong Yang, Jun Wang
LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning. ICLR (2022)
Zipeng Dai, Tianze Zhou, Kun Shao, David Henry Mguni, Bin Wang, Jianye Hao
Socially-Attentive Policy Optimization in Multi-Agent Self-Driving System. CoRL (2022)
Aivar Sootla, Alexander I. Cowen-Rivers, Taher Jafferjee, Ziyan Wang, David Henry Mguni, Jun Wang, Haitham Ammar
Saute RL: Almost Surely Safe Reinforcement Learning Using State Augmentation. ICML (2022)
Nicolas Perez Nieves, Yaodong Yang, Oliver Slumbers, David Henry Mguni, Ying Wen, Jun Wang
Modelling Behavioural Diversity for Learning in Open-Ended Games. ICML (2021)
Jakub Grudzien Kuba, Muning Wen, Yaodong Yang, Linghui Meng, Shangding Gu, Haifeng Zhang, David Henry Mguni, Jun Wang
Settling the Variance of Multi-Agent Policy Gradients. CoRR (2021)
David Henry Mguni, Taher Jafferjee, Jianhong Wang, Nicolas Perez Nieves, Oliver Slumbers, Feifei Tong, Yang Li, Jiangcheng Zhu, Yaodong Yang, Jun Wang
LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning. CoRR (2021)
Xiaotie Deng, Yuhao Li, David Henry Mguni, Jun Wang, Yaodong Yang
On the Complexity of Computing Markov Perfect Equilibrium in General-Sum Stochastic Games. CoRR (2021)
David Henry Mguni, Yutong Wu, Yali Du, Yaodong Yang, Ziyi Wang, Minne Li, Ying Wen, Joel Jennings, Jun Wang
Learning in Nonzero-Sum Stochastic Games with Potentials. ICML (2021)
Le Cong Dinh, David Henry Mguni, Long Tran-Thanh, Jun Wang, Yaodong Yang
Online Markov Decision Processes with Non-oblivious Strategic Adversary. CoRR (2021)
Nicolas Perez Nieves, Yaodong Yang, Oliver Slumbers, David Henry Mguni, Jun Wang
Modelling Behavioural Diversity for Learning in Open-Ended Games. CoRR (2021)
Le Cong Dinh, Yaodong Yang, Zheng Tian, Nicolas Perez Nieves, Oliver Slumbers, David Henry Mguni, Haitham Bou-Ammar, Jun Wang
Online Double Oracle. CoRR (2021)