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Joel Vasanth
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 3
Top Topics
Reinforcement Learning
Distributed Control
Statistically Significant
Learning Speed
Top Venues
CoRR
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Publications
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Joel Vasanth
,
Jean Rabault
,
Francisco Alcántara-Ávila
,
Mikael Mortensen
,
Ricardo Vinuesa
Multi-agent reinforcement learning for the control of three-dimensional Rayleigh-Bénard convection.
CoRR
(2024)
Joogoo Jeon
,
Jean Rabault
,
Joel Vasanth
,
Francisco Alcántara-Ávila
,
Shilaj Baral
,
Ricardo Vinuesa
Advanced deep-reinforcement-learning methods for flow control: group-invariant and positional-encoding networks improve learning speed and quality.
CoRR
(2024)
Colin Vignon
,
Jean Rabault
,
Joel Vasanth
,
Francisco Alcántara-Ávila
,
Mikael Mortensen
,
Ricardo Vinuesa
Effective control of two-dimensional Rayleigh-Bénard convection: invariant multi-agent reinforcement learning is all you need.
CoRR
(2023)