YANN-RL is tested on three PC-Gym chemical process case studies, showing reduced training time and near-NMPC performance compared to PPO, SAC, DDPG, and TD3.
and Liu, Kuang-Hung and Lee, Jay H
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Reinforcement Learning-based Control via Y-wise Affine Neural Networks: Comparative Case Studies for Chemical Processes
YANN-RL is tested on three PC-Gym chemical process case studies, showing reduced training time and near-NMPC performance compared to PPO, SAC, DDPG, and TD3.