Oliver Slumbers

According to our database, Oliver Slumbers authored at least 13 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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

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

CoRR, 2023

A Game-Theoretic Framework for Managing Risk in Multi-Agent Systems.

Oliver Slumbers, David Henry Mguni, Stefano B. Blumberg, Stephen Marcus McAleer, Yaodong Yang, Jun Wang

Proceedings of the International Conference on Machine Learning, 2023

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

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

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Online Double Oracle.

Le Cong Dinh, Stephen Marcus McAleer, Zheng Tian, Nicolas Perez Nieves, Oliver Slumbers, David Henry Mguni, Jun Wang, Haitham Bou-Ammar, Yaodong Yang

Trans. Mach. Learn. Res., 2022

Learning Risk-Averse Equilibria in Multi-Agent Systems.

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

CoRR, 2022

LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning.

David Henry Mguni, Taher Jafferjee, Jianhong Wang, Nicolas Perez Nieves, Oliver Slumbers, Feifei Tong, Yang Li, Jiangcheng Zhu, Yaodong Yang, Jun Wang

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

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

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

CoRR, 2021

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

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

CoRR, 2021

Modelling Behavioural Diversity for Learning in Open-Ended Games.

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

CoRR, 2021

Online Double Oracle.

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

CoRR, 2021

Neural Auto-Curricula in Two-Player Zero-Sum Games.

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

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Modelling Behavioural Diversity for Learning in Open-Ended Games.

Nicolas Perez Nieves, Yaodong Yang, Oliver Slumbers, David Henry Mguni, Ying Wen, Jun Wang

Proceedings of the 38th International Conference on Machine Learning, 2021

Diverse Auto-Curriculum is Critical for Successful Real-World Multiagent Learning Systems.

Yaodong Yang, Jun Luo, Ying Wen, Oliver Slumbers, Daniel Graves, Haitham Bou-Ammar, Jun Wang, Matthew E. Taylor

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021