Effective control of two-dimensional Rayleigh-Bénard convection: invariant multi-agent reinforcement learning is all you need. - Colin Vignon; Jean Rabault; Joel Vasanth; Francisco Alcántara-Ávila; Mikael Mortensen; Ricardo Vinuesa (CoRR, 2023)

Advanced deep-reinforcement-learning methods for flow control: group-invariant and positional-encoding networks improve learning speed and quality. - Joogoo Jeon; Jean Rabault; Joel Vasanth; Francisco Alcántara-Ávila; Shilaj Baral; Ricardo Vinuesa (CoRR, 2024)

Multi-agent reinforcement learning for the control of three-dimensional Rayleigh-Bénard convection. - Joel Vasanth; Jean Rabault; Francisco Alcántara-Ávila; Mikael Mortensen; Ricardo Vinuesa (CoRR, 2024)