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Oliver Slumbers
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Modelling behavioural diversity for learning in open-ended games
O Slumbers, N Perez-Nieves, Y Yang, DH Mguni, Y Wen, J Wang
ICML 2021, Long Oral, 8514-8524, 2021
60*2021
Neural auto-curricula in two-player zero-sum games
O Slumbers, X Feng, Z Wan, B Liu, S McAleer, Y Wen, J Wang, Y Yang
NeurIPS 2021 34, 3504-3517, 2021
46*2021
Diverse auto-curriculum is critical for successful real-world multiagent learning systems
Y Yang, J Luo, Y Wen, O Slumbers, D Graves, HB Ammar, J Wang, ...
AAMAS 2021 (Best Blue Sky Paper Award), 2021
362021
Online double oracle
YY Le Cong Dinh, Z Tian, NP Nieves, O Slumbers, DH Mguni, HB Ammar, ...
Transactions on Machine Learning Research, 2021
28*2021
LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning
DH Mguni, T Jafferjee, J Wang, N Perez-Nieves, O Slumbers, F Tong, Y Li, ...
ICLR 2022, 2021
172021
A Game-Theoretic Approach for Improving Generalization Ability of TSP Solvers
C Wang, Y Yang, O Slumbers, C Han, T Guo, H Zhang, J Wang
ICLR 2022 Workshop: Gamification and Multiagent Solutions (Spotlight), 2021
132021
A Game-Theoretic Framework for Managing Risk in Multi-Agent Systems
O Slumbers, DH Mguni, SM McAleer, SB Blumberg, J Wang, Y Yang
ICML 2023, 2023
11*2023
Ensemble value functions for efficient exploration in multi-agent reinforcement learning
L Schäfer, O Slumbers, S McAleer, Y Du, SV Albrecht, D Mguni
arXiv preprint arXiv:2302.03439, 2023
62023
Timing is Everything: Learning to Act Selectively with Costly Actions and Budgetary Constraints
D Mguni, A Sootla, J Ziomek, O Slumbers, Z Dai, K Shao, J Wang
ICLR 2023, 2022
52022
Autonomous Agents Research Group
S Albrecht, F Christianos, L Schäfer, T McInroe, M Dunion, A Jelley, ...
2020
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Articles 1–10