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• Learning a model is paramount for sample efficiency in reinforcement learning control of PDEs
  2023 · 4 citations
• Koopman-based surrogate modeling for reinforcement-learning-control of Rayleigh-Benard convection
  2026
• Plug-and-Play Benchmarking of Reinforcement Learning Algorithms for Large-Scale Flow Control
  2026
• Improving the Robustness of Control of Chaotic Convective Flows with Domain-Informed Reinforcement Learning
  2025
• Control of Rayleigh-Bénard Convection: Effectiveness of Reinforcement Learning in the Turbulent Regime
  2025
• Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning
  2023
• On the continuity and smoothness of the value function in reinforcement learning and optimal control
  2024