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Alexandre Laterre
Alexandre Laterre
InstaDeep
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Cited by
Cited by
Year
Ranked reward: Enabling self-play reinforcement learning for combinatorial optimization
A Laterre, Y Fu, MK Jabri, AS Cohen, D Kas, K Hajjar, TS Dahl, A Kerkeni, ...
arXiv preprint arXiv:1807.01672, 2018
642018
Learning compositional neural programs with recursive tree search and planning
T Pierrot, G Ligner, SE Reed, O Sigaud, N Perrin, A Laterre, D Kas, ...
Advances in Neural Information Processing Systems 32, 2019
322019
Mava: a research framework for distributed multi-agent reinforcement learning
A Pretorius, K Tessera, AP Smit, C Formanek, SJ Grimbly, K Eloff, ...
arXiv preprint arXiv:2107.01460, 2021
42021
Early computational detection of potential high risk SARS-CoV-2 variants
K Beguir, MJ Skwark, Y Fu, T Pierrot, SNL Carranza, A Laterre, I Kadri, ...
bioRxiv, 2021
42021
Offline reinforcement learning hands-on
L Monier, J Kmec, A Laterre, T Pierrot, V Courgeau, O Sigaud, K Beguir
arXiv preprint arXiv:2011.14379, 2020
32020
A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning
A Pretorius, S Cameron, E Van Biljon, T Makkink, S Mawjee, J du Plessis, ...
Advances in Neural Information Processing Systems 33, 9983-9994, 2020
32020
One Step at a Time: Pros and Cons of Multi-Step Meta-Gradient Reinforcement Learning
C Bonnet, P Caron, T Barrett, I Davies, A Laterre
arXiv preprint arXiv:2111.00206, 2021
12021
Designing a prospective COVID-19 therapeutic with reinforcement learning
MJ Skwark, NL Carranza, T Pierrot, J Phillips, S Said, A Laterre, A Kerkeni, ...
arXiv preprint arXiv:2012.01736, 2020
12020
Learning Compositional Neural Programs for Continuous Control
T Pierrot, N Perrin, F Behbahani, A Laterre, O Sigaud, K Beguir, ...
arXiv preprint arXiv:2007.13363, 2020
12020
Reinforcement Learning for Branch-and-Bound Optimisation using Retrospective Trajectories
CWF Parsonson, A Laterre, TD Barrett
arXiv preprint arXiv:2205.14345, 2022
2022
Learning to Solve Combinatorial Graph Partitioning Problems via Efficient Exploration
TD Barrett, CWF Parsonson, A Laterre
arXiv preprint arXiv:2205.14105, 2022
2022
Learning to Solve Combinatorial Problems via Efficient Exploration
TD Barrett, CWF Parsonson, A Laterre
2021
Learning to communicate through imagination with model-based deep multi-agent reinforcement learning
A Pretorius, S Cameron, AP Smit, E van Biljon, L Francis, F Azeez, ...
2020
Factored Action Spaces in Deep Reinforcement Learning
T PIERROT, V MacÚ, JB Sevestre, L Monier, A Laterre, N Perrin, K Beguir, ...
2020
Distributed Algorithm for Optimal Power Flow on Multiphase Distribution Networks
A LATERRE, E DE JAEGER
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