Time series forecasting via deep reinforcement learning.
Three deep reinforcement learning algorithms are deployed for time series forecasting, namely Asynchronous Advantage Actor-Critic(A3C), Deep Deterministic Policy Gradient(DDPG) as well as Recurrent Deterministic Policy Gradient(RDPG).
More details can be seen in: https://doi.org/10.1016/j.enbuild.2019.109675