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Paul Muller
Paul Muller
PhD Student, Deepmind
Verified email at google.com
Title
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Year
OpenSpiel: A framework for reinforcement learning in games
M Lanctot, E Lockhart, JB Lespiau, V Zambaldi, S Upadhyay, J Pérolat, ...
arXiv preprint arXiv:1908.09453, 2019
1122019
A Generalized Training Approach for Multiagent Learning
P Muller, S Omidshafiei, M Rowland, K Tuyls, J Perolat, S Liu, D Hennes, ...
ICLR2020, 2019
462019
From motor control to team play in simulated humanoid football
S Liu, G Lever, Z Wang, J Merel, SM Eslami, D Hennes, WM Czarnecki, ...
arXiv preprint arXiv:2105.12196, 2021
152021
Game Plan: What AI can do for Football, and What Football can do for AI
K Tuyls, S Omidshafiei, P Muller, Z Wang, J Connor, D Hennes, I Graham, ...
Journal of Artificial Intelligence Research 71, 41-88, 2021
142021
Navigating the landscape of multiplayer games
S Omidshafiei, K Tuyls, WM Czarnecki, FC Santos, M Rowland, J Connor, ...
Nature communications 11 (1), 1-17, 2020
132020
Multi-agent training beyond zero-sum with correlated equilibrium meta-solvers
L Marris, P Muller, M Lanctot, K Tuyls, T Graepel
International Conference on Machine Learning, 7480-7491, 2021
72021
Scalable deep reinforcement learning algorithms for mean field games
M Laurière, S Perrin, S Girgin, P Muller, A Jain, T Cabannes, G Piliouras, ...
arXiv preprint arXiv:2203.11973, 2022
22022
Learning Equilibria in Mean-Field Games: Introducing Mean-Field PSRO
P Muller, M Rowland, R Elie, G Piliouras, J Perolat, M Lauriere, R Marinier, ...
arXiv preprint arXiv:2111.08350, 2021
22021
Temporal Difference and Return Optimism in Cooperative Multi-Agent Reinforcement Learning
M Rowland, S Omidshafiei, D Hennes, W Dabney, A Jaegle, P Muller, ...
AAMAS ALA Workshop, 2021
12021
Controller optimization via reinforcement learning on asset avatar
Z Li, P Muller, P Nirgudkar
US Patent App. 16/878,692, 2020
12020
Multiagent off-screen behavior prediction in football
S Omidshafiei, D Hennes, M Garnelo, Z Wang, A Recasens, E Tarassov, ...
Scientific reports 12 (1), 1-13, 2022
2022
Automated offset well analysis
C Jeong, FJ Gomez, M Ringer, P Bolchover, P Muller
US Patent 11,143,775, 2021
2021
Time-series Imputation of Temporally-occluded Multiagent Trajectories
S Omidshafiei, D Hennes, M Garnelo, E Tarassov, Z Wang, R Elie, ...
arXiv preprint arXiv:2106.04219, 2021
2021
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