Ramil Sabirov
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View article: Partially Observable Residual Reinforcement Learning for PV-Inverter-Based Voltage Control in Distribution Grids
Partially Observable Residual Reinforcement Learning for PV-Inverter-Based Voltage Control in Distribution Grids Open
This paper introduces an efficient Residual Reinforcement Learning (RRL) framework for voltage control in active distribution grids. Voltage control remains a critical challenge in distribution grids, where conventional Reinforcement Learn…
View article: Contextualized Hybrid Ensemble Q-learning: Learning Fast with Control Priors
Contextualized Hybrid Ensemble Q-learning: Learning Fast with Control Priors Open
Combining Reinforcement Learning (RL) with a prior controller can yield the best out of two worlds: RL can solve complex nonlinear problems, while the control prior ensures safer exploration and speeds up training. Prior work largely blend…
View article: Modern automated and robotized machines for inter-row tillage
Modern automated and robotized machines for inter-row tillage Open
МИНИСТЕРСТВО СЕЛЬСКОГО ХОЗЯЙСТВА РОССИЙСКОЙ ФЕДЕРАЦИИДепартамент научно-технологической политики и образования Федеральное государственное бюджетное научное учреждение «Российский научно-исследовательский институт информации и технико-экон…