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Luke Marris
Luke Marris
Research Engineer at DeepMind, PhD Candidate and University College London
Geverifieerd e-mailadres voor ucl.ac.uk
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Human-level performance in 3D multiplayer games with population-based reinforcement learning
M Jaderberg, WM Czarnecki, I Dunning, L Marris, G Lever, AG Castaneda, ...
Science 364 (6443), 859-865, 2019
6582019
Backpropagation and the brain
TP Lillicrap, A Santoro, L Marris, CJ Akerman, G Hinton
Nature Reviews Neuroscience 21 (6), 335-346, 2020
4092020
Assessing the scalability of biologically-motivated deep learning algorithms and architectures
S Bartunov, A Santoro, B Richards, L Marris, GE Hinton, T Lillicrap
Advances in neural information processing systems 31, 2018
1982018
A generalized training approach for multiagent learning
P Muller, S Omidshafiei, M Rowland, K Tuyls, J Perolat, S Liu, D Hennes, ...
arXiv preprint arXiv:1909.12823, 2019
602019
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
302021
Advances in Neural Information Processing Systems
S Bartunov, A Santoro, B Richards, L Marris, GE Hinton, T Lillicrap
NeurIPS, Montreal 31, 9368-9378, 2018
122018
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
112021
NeuPL: Neural Population Learning
S Liu, L Marris, D Hennes, J Merel, N Heess, T Graepel
arXiv preprint arXiv:2202.07415, 2022
22022
From motor control to team play in simulated humanoid football
S Liu, G Lever, Z Wang, J Merel, SMA Eslami, D Hennes, WM Czarnecki, ...
Science Robotics 7 (69), eabo0235, 2022
12022
Developing, evaluating and scaling learning agents in multi-agent environments
I Gemp, T Anthony, Y Bachrach, A Bhoopchand, K Bullard, J Connor, ...
AI Communications, 1-14, 2022
12022
Turbocharging Solution Concepts: Solving NEs, CEs and CCEs with Neural Equilibrium Solvers
L Marris, I Gemp, T Anthony, A Tacchetti, S Liu, K Tuyls
arXiv preprint arXiv:2210.09257, 2022
2022
Game Theoretic Rating in N-player general-sum games with Equilibria
L Marris, M Lanctot, I Gemp, S Omidshafiei, S McAleer, J Connor, K Tuyls, ...
arXiv preprint arXiv:2210.02205, 2022
2022
Simplex Neural Population Learning: Any-Mixture Bayes-Optimality in Symmetric Zero-sum Games
S Liu, M Lanctot, L Marris, N Heess
arXiv preprint arXiv:2205.15879, 2022
2022
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Artikelen 1–13