Abstract: This paper presents a simulation-based benchmarking analysis of three reinforcement learning (RL) algorithms—Soft Actor-Critic (SAC), Deep Q-Network (DQN), and Proximal Policy Optimization ...

In an RL-based control system, the turbine (or wind farm) controller is realized as an agent that observes the state of the ...