In this paper we propose a novel distributed gradient-based two-time-scale algorithm for decentralized multi-agent multi-task learning (MTL) using a linear approximation of the optimal action value ...

In this paper, an enhanced dueling double deep Q network algorithm with mixed penalty function (EN-D3QN-MPF) for microgrid energy management control is developed. First, a novel microgrid model ...